230523 zero-shot topic classification test (backup).ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d9504c32",
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import pipeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "98994c82",
   "metadata": {},
   "outputs": [],
   "source": [
    "classifier = pipeline('zero-shot-classification', model='facebook/bart-large-mnli')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "61d376e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = [\"artifacts\", \"animals\", \"food\", \"birds\"]\n",
    "hypothesis_template = 'This text is about {}.'\n",
    "sequence = \"I like hot dogs\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4cfe918a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "The `multi_class` argument has been deprecated and renamed to `multi_label`. `multi_class` will be removed in a future version of Transformers.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'sequence': 'I like hot dogs', 'labels': ['food', 'animals', 'artifacts', 'birds'], 'scores': [0.9971157312393188, 0.004476566798985004, 0.0022816488053649664, 0.00032228213967755437]}\n"
     ]
    }
   ],
   "source": [
    "prediction = classifier(sequence, labels, hypothesis_template=hypothesis_template, multi_class=True)\n",
    "print(prediction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "967a453d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[25] 4 News: Sluggish movement on power grid cyber security Industry cyber security standards fail to reach some of the most vulnerable components of the power grid.\\\n",
      "[26] 2 Giddy Phelps Touches Gold for First Time Michael Phelps won the gold medal in the 400 individual medley and set a world record in a time of 4 minutes 8.26 seconds.\n",
      "[27] 2 Tougher rules won't soften Law's game FOXBOROUGH -- Looking at his ridiculously developed upper body, with huge biceps and hardly an ounce of fat, it's easy to see why Ty Law, arguably the best cornerback in football, chooses physical play over finesse. That's not to imply that he's lacking a finesse component, because he can shut down his side of the field much as Deion Sanders ...\n",
      "[28] 2 Shoppach doesn't appear ready to hit the next level With the weeks dwindling until Jason Varitek enters free agency, the Red Sox continue to carefully monitor Kelly Shoppach , their catcher of the future, in his climb toward the majors. The Sox like most of what they have seen at Triple A Pawtucket from Shoppach, though it remains highly uncertain whether he can make the adjustments at the plate ...\n",
      "[29] 2 Mighty Ortiz makes sure Sox can rest easy Just imagine what David Ortiz could do on a good night's rest. Ortiz spent the night before last with his baby boy, D'Angelo, who is barely 1 month old. He had planned on attending the Red Sox' Family Day at Fenway Park yesterday morning, but he had to sleep in. After all, Ortiz had a son at home, and he ...\n",
      "[30] 2 They've caught his eye In  quot;helping themselves, quot; Ricky Bryant, Chas Gessner, Michael Jennings, and David Patten did nothing Friday night to make Bill Belichick's decision on what to do with his receivers any easier.\n",
      "[31] 2 Indians Mount Charge The Cleveland Indians pulled within one game of the AL Central lead by beating the Minnesota Twins, 7-1, Saturday night with home runs by Travis Hafner and Victor Martinez.\n",
      "[32] 1 Sister of man who died in Vancouver police custody slams chief (Canadian Press) Canadian Press - VANCOUVER (CP) - The sister of a man who died after a violent confrontation with police has demanded the city's chief constable resign for defending the officer involved.\n",
      "[33] 1 Man Sought  #36;50M From McGreevey, Aides Say (AP) AP - The man who claims Gov. James E. McGreevey sexually harassed him was pushing for a cash settlement of up to  #36;50 million before the governor decided to announce that he was gay and had an extramarital affair, sources told The Associated Press.\n",
      "[34] 1 Explosions Echo Throughout Najaf NAJAF, Iraq - Explosions and gunfire rattled through the city of Najaf as U.S. troops in armored vehicles and tanks rolled back into the streets here Sunday, a day after the collapse of talks - and with them a temporary cease-fire - intended to end the fighting in this holy city...\n"
     ]
    }
   ],
   "source": [
    "# AG_NEWS로 테스트\n",
    "from torchtext.datasets import AG_NEWS\n",
    "\n",
    "test_iter = AG_NEWS(split='test')\n",
    "\n",
    "#def tokenize(label, line):\n",
    "#    return line.split()\n",
    "\n",
    "labels = []\n",
    "lines = []\n",
    "for label, line in test_iter:\n",
    "    labels.append(label)\n",
    "    lines.append(line)\n",
    "    \n",
    "for i in range(25, 35):\n",
    "    print(\"[\"+str(i)+\"]\", labels[i], lines[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7c20f587",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "predicting 7600 records of test dataset...\n",
      "0] pred: Business / answ: Business\n",
      "1] pred: Sci/Tech / answ: Sci/Tech\n",
      "2] pred: Sci/Tech / answ: Sci/Tech\n",
      "3] pred: World / answ: Sci/Tech\n",
      "4] pred: World / answ: Sci/Tech\n",
      "5] pred: World / answ: Sci/Tech\n",
      "6] pred: Sci/Tech / answ: Sci/Tech\n",
      "7] pred: Sci/Tech / answ: Sci/Tech\n",
      "8] pred: World / answ: Sci/Tech\n",
      "9] pred: Business / answ: Sci/Tech\n",
      "10] pred: Sci/Tech / answ: Sci/Tech\n",
      "11] pred: Sci/Tech / answ: Sci/Tech\n",
      "12] pred: Business / answ: Sci/Tech\n",
      "13] pred: World / answ: Sci/Tech\n",
      "14] pred: Sci/Tech / answ: Sci/Tech\n",
      "15] pred: Sci/Tech / answ: Sci/Tech\n",
      "16] pred: Sci/Tech / answ: Sci/Tech\n",
      "17] pred: Sci/Tech / answ: Sci/Tech\n",
      "18] pred: Sci/Tech / answ: Sci/Tech\n",
      "19] pred: Business / answ: Sci/Tech\n",
      "20] pred: Business / answ: Sci/Tech\n",
      "21] pred: Sci/Tech / answ: Sci/Tech\n",
      "22] pred: Sci/Tech / answ: Sci/Tech\n",
      "23] pred: Business / answ: Sci/Tech\n",
      "24] pred: Business / answ: Sci/Tech\n",
      "25] pred: World / answ: Sci/Tech\n",
      "26] pred: Sports / answ: Sports\n",
      "27] pred: Sports / answ: Sports\n",
      "28] pred: Sports / answ: Sports\n",
      "29] pred: Sports / answ: Sports\n",
      "30] pred: Sports / answ: Sports\n",
      "31] pred: Sports / answ: Sports\n",
      "32] pred: World / answ: World\n",
      "33] pred: World / answ: World\n",
      "34] pred: World / answ: World\n",
      "35] pred: World / answ: World\n",
      "36] pred: World / answ: World\n",
      "37] pred: World / answ: World\n",
      "38] pred: World / answ: World\n",
      "39] pred: World / answ: World\n",
      "40] pred: Sports / answ: Sports\n",
      "41] pred: Business / answ: Business\n",
      "42] pred: World / answ: World\n",
      "43] pred: Business / answ: Sci/Tech\n",
      "44] pred: Sports / answ: Sports\n",
      "45] pred: Sports / answ: Sports\n",
      "46] pred: World / answ: World\n",
      "47] pred: World / answ: Sci/Tech\n",
      "48] pred: World / answ: World\n",
      "49] pred: Sports / answ: Sports\n",
      "50] pred: World / answ: World\n",
      "51] pred: Sports / answ: Sports\n",
      "52] pred: World / answ: World\n",
      "53] pred: Business / answ: Sci/Tech\n",
      "54] pred: World / answ: Business\n",
      "55] pred: World / answ: Sci/Tech\n",
      "56] pred: Business / answ: World\n",
      "57] pred: World / answ: World\n",
      "58] pred: Business / answ: Business\n",
      "59] pred: Business / answ: Business\n",
      "60] pred: Sports / answ: Sports\n",
      "61] pred: Sports / answ: Sports\n",
      "62] pred: Sports / answ: Sports\n",
      "63] pred: Business / answ: Sci/Tech\n",
      "64] pred: World / answ: World\n",
      "65] pred: Sci/Tech / answ: Sci/Tech\n",
      "66] pred: World / answ: World\n",
      "67] pred: World / answ: World\n",
      "68] pred: Sports / answ: Sports\n",
      "69] pred: World / answ: World\n",
      "70] pred: Business / answ: Sci/Tech\n",
      "71] pred: Business / answ: Sci/Tech\n",
      "72] pred: Sci/Tech / answ: Sci/Tech\n",
      "73] pred: World / answ: World\n",
      "74] pred: Sci/Tech / answ: Sci/Tech\n",
      "75] pred: Sports / answ: Sports\n",
      "76] pred: World / answ: World\n",
      "77] pred: Sports / answ: Sports\n",
      "78] pred: World / answ: World\n",
      "79] pred: Sports / answ: World\n",
      "80] pred: World / answ: World\n",
      "81] pred: Sports / answ: Sports\n",
      "82] pred: World / answ: Business\n",
      "83] pred: Business / answ: Business\n",
      "84] pred: World / answ: World\n",
      "85] pred: World / answ: World\n",
      "86] pred: Business / answ: Business\n",
      "87] pred: World / answ: World\n",
      "88] pred: Sports / answ: World\n",
      "89] pred: Business / answ: Sci/Tech\n",
      "90] pred: World / answ: World\n",
      "91] pred: Business / answ: Business\n",
      "92] pred: Business / answ: Sci/Tech\n",
      "93] pred: Business / answ: Business\n",
      "94] pred: Sports / answ: Sports\n",
      "95] pred: Sports / answ: Sports\n",
      "96] pred: Sports / answ: Sports\n",
      "97] pred: Business / answ: Business\n",
      "98] pred: World / answ: World\n",
      "99] pred: World / answ: Business\n",
      "100] pred: Sports / answ: Sports\n",
      "101] pred: Business / answ: Business\n",
      "102] pred: Sci/Tech / answ: Sci/Tech\n",
      "103] pred: Business / answ: Business\n",
      "104] pred: World / answ: World\n",
      "105] pred: Sports / answ: Sports\n",
      "106] pred: Business / answ: World\n",
      "107] pred: Sports / answ: Sports\n",
      "108] pred: World / answ: World\n",
      "109] pred: Sci/Tech / answ: Sci/Tech\n",
      "110] pred: Business / answ: Business\n",
      "111] pred: Business / answ: Sci/Tech\n",
      "112] pred: Business / answ: Sci/Tech\n",
      "113] pred: Business / answ: Sci/Tech\n",
      "114] pred: Sci/Tech / answ: Sci/Tech\n",
      "115] pred: Sports / answ: Sports\n",
      "116] pred: Business / answ: Sci/Tech\n",
      "117] pred: Sci/Tech / answ: Sci/Tech\n",
      "118] pred: Business / answ: Business\n",
      "119] pred: World / answ: Sports\n",
      "120] pred: World / answ: World\n",
      "121] pred: Sports / answ: Sports\n",
      "122] pred: Business / answ: Sci/Tech\n",
      "123] pred: World / answ: World\n",
      "124] pred: Business / answ: Sci/Tech\n",
      "125] pred: World / answ: Business\n",
      "126] pred: Sports / answ: Sports\n",
      "127] pred: Sports / answ: Sports\n",
      "128] pred: Sports / answ: Sports\n",
      "129] pred: World / answ: World\n",
      "130] pred: World / answ: World\n",
      "131] pred: World / answ: World\n",
      "132] pred: Sports / answ: Sports\n",
      "133] pred: World / answ: World\n",
      "134] pred: Sports / answ: Sports\n",
      "135] pred: Sports / answ: Sports\n",
      "136] pred: World / answ: World\n",
      "137] pred: Sports / answ: Sports\n",
      "138] pred: Sports / answ: Sports\n",
      "139] pred: Business / answ: World\n",
      "140] pred: Sports / answ: Sports\n",
      "141] pred: World / answ: World\n",
      "142] pred: Sports / answ: Sports\n",
      "143] pred: World / answ: World\n",
      "144] pred: World / answ: World\n",
      "145] pred: World / answ: World\n",
      "146] pred: Sports / answ: Sports\n",
      "147] pred: World / answ: Business\n",
      "148] pred: Sports / answ: Sports\n",
      "149] pred: Sports / answ: Sports\n",
      "150] pred: Sports / answ: Sports\n",
      "151] pred: World / answ: World\n",
      "152] pred: Sports / answ: Sports\n",
      "153] pred: World / answ: World\n",
      "154] pred: Business / answ: World\n",
      "155] pred: World / answ: World\n",
      "156] pred: World / answ: Business\n",
      "157] pred: Sports / answ: Sports\n",
      "158] pred: Sports / answ: Sports\n",
      "159] pred: World / answ: World\n",
      "160] pred: Business / answ: Sports\n",
      "161] pred: Business / answ: Business\n",
      "162] pred: Business / answ: Sci/Tech\n",
      "163] pred: World / answ: World\n",
      "164] pred: World / answ: World\n",
      "165] pred: Business / answ: Business\n",
      "166] pred: Business / answ: Business\n",
      "167] pred: Business / answ: Business\n",
      "168] pred: Sports / answ: Sports\n",
      "169] pred: World / answ: World\n",
      "170] pred: World / answ: Sci/Tech\n",
      "171] pred: Sci/Tech / answ: Sci/Tech\n",
      "172] pred: Business / answ: Business\n",
      "173] pred: Sci/Tech / answ: Sci/Tech\n",
      "174] pred: World / answ: World\n",
      "175] pred: World / answ: World\n",
      "176] pred: Business / answ: Sci/Tech\n",
      "177] pred: Sports / answ: Sports\n",
      "178] pred: Business / answ: Sci/Tech\n",
      "179] pred: Sports / answ: Sports\n",
      "180] pred: Business / answ: Business\n",
      "181] pred: Sports / answ: Sports\n",
      "182] pred: Sports / answ: Sports\n",
      "183] pred: Business / answ: Sci/Tech\n",
      "184] pred: World / answ: Business\n",
      "185] pred: World / answ: World\n",
      "186] pred: Sci/Tech / answ: Sci/Tech\n",
      "187] pred: World / answ: World\n",
      "188] pred: Sports / answ: Sports\n",
      "189] pred: Business / answ: Sci/Tech\n",
      "190] pred: World / answ: Sci/Tech\n",
      "191] pred: World / answ: World\n",
      "192] pred: World / answ: World\n",
      "193] pred: World / answ: World\n",
      "194] pred: Business / answ: Business\n",
      "195] pred: Business / answ: Business\n",
      "196] pred: Business / answ: World\n",
      "197] pred: Sports / answ: Sports\n",
      "198] pred: Business / answ: Business\n",
      "199] pred: Sports / answ: Sports\n",
      "200] pred: World / answ: Sci/Tech\n",
      "201] pred: Business / answ: Sci/Tech\n",
      "202] pred: Sci/Tech / answ: Sci/Tech\n",
      "203] pred: World / answ: World\n",
      "204] pred: Sports / answ: Sports\n",
      "205] pred: Sports / answ: Sports\n",
      "206] pred: Sports / answ: Sports\n",
      "207] pred: Business / answ: Sci/Tech\n",
      "208] pred: Sports / answ: Sports\n",
      "209] pred: World / answ: Sci/Tech\n",
      "210] pred: Sports / answ: Sports\n",
      "211] pred: World / answ: World\n",
      "212] pred: Sports / answ: Sports\n",
      "213] pred: Sports / answ: Sports\n",
      "214] pred: Sports / answ: Sports\n",
      "215] pred: World / answ: Sci/Tech\n",
      "216] pred: Business / answ: Business\n",
      "217] pred: Business / answ: Business\n",
      "218] pred: Business / answ: Sci/Tech\n",
      "219] pred: Sports / answ: Sports\n",
      "220] pred: Sports / answ: Sports\n",
      "221] pred: World / answ: World\n",
      "222] pred: Business / answ: Business\n",
      "223] pred: Sports / answ: Sports\n",
      "224] pred: Business / answ: Business\n",
      "225] pred: Business / answ: Business\n",
      "226] pred: World / answ: World\n",
      "227] pred: Sports / answ: Sports\n",
      "228] pred: Business / answ: Business\n",
      "229] pred: World / answ: World\n",
      "230] pred: Sports / answ: Sports\n",
      "231] pred: Sports / answ: Sports\n",
      "232] pred: Business / answ: Business\n",
      "233] pred: Business / answ: Sci/Tech\n",
      "234] pred: World / answ: Business\n",
      "235] pred: World / answ: Sports\n",
      "236] pred: World / answ: Business\n",
      "237] pred: Sports / answ: Sports\n",
      "238] pred: World / answ: World\n",
      "239] pred: Business / answ: Business\n",
      "240] pred: Sci/Tech / answ: Sci/Tech\n",
      "241] pred: Sports / answ: Sports\n",
      "242] pred: Sports / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "243] pred: Business / answ: Sci/Tech\n",
      "244] pred: Business / answ: Business\n",
      "245] pred: Business / answ: Business\n",
      "246] pred: Business / answ: Sci/Tech\n",
      "247] pred: Sci/Tech / answ: Sci/Tech\n",
      "248] pred: Business / answ: Sci/Tech\n",
      "249] pred: World / answ: World\n",
      "250] pred: Business / answ: Business\n",
      "251] pred: World / answ: World\n",
      "252] pred: Sports / answ: Sports\n",
      "253] pred: World / answ: Business\n",
      "254] pred: Business / answ: Business\n",
      "255] pred: World / answ: Sci/Tech\n",
      "256] pred: Business / answ: Business\n",
      "257] pred: Business / answ: Sci/Tech\n",
      "258] pred: Business / answ: Sci/Tech\n",
      "259] pred: Sci/Tech / answ: Sci/Tech\n",
      "260] pred: Sports / answ: Sports\n",
      "261] pred: World / answ: World\n",
      "262] pred: Sci/Tech / answ: Sci/Tech\n",
      "263] pred: Business / answ: Sci/Tech\n",
      "264] pred: World / answ: Sci/Tech\n",
      "265] pred: Sci/Tech / answ: Sci/Tech\n",
      "266] pred: Sports / answ: Sports\n",
      "267] pred: Sci/Tech / answ: Sci/Tech\n",
      "268] pred: Sports / answ: Sports\n",
      "269] pred: Sports / answ: Sports\n",
      "270] pred: Sports / answ: Sports\n",
      "271] pred: World / answ: World\n",
      "272] pred: Business / answ: Business\n",
      "273] pred: Business / answ: Sci/Tech\n",
      "274] pred: Sports / answ: Sports\n",
      "275] pred: Sci/Tech / answ: Sci/Tech\n",
      "276] pred: Sci/Tech / answ: Sci/Tech\n",
      "277] pred: Sports / answ: Sports\n",
      "278] pred: Business / answ: Business\n",
      "279] pred: Business / answ: Sci/Tech\n",
      "280] pred: Business / answ: Business\n",
      "281] pred: Sports / answ: Sports\n",
      "282] pred: Sports / answ: Sports\n",
      "283] pred: Sci/Tech / answ: Sci/Tech\n",
      "284] pred: Sports / answ: Sports\n",
      "285] pred: World / answ: World\n",
      "286] pred: Business / answ: World\n",
      "287] pred: Business / answ: Business\n",
      "288] pred: World / answ: Business\n",
      "289] pred: Sports / answ: Sports\n",
      "290] pred: Sports / answ: Sports\n",
      "291] pred: World / answ: Sci/Tech\n",
      "292] pred: Sci/Tech / answ: Sci/Tech\n",
      "293] pred: World / answ: Sci/Tech\n",
      "294] pred: World / answ: Sports\n",
      "295] pred: Business / answ: World\n",
      "296] pred: World / answ: World\n",
      "297] pred: Business / answ: Sci/Tech\n",
      "298] pred: Sports / answ: Sports\n",
      "299] pred: Business / answ: Business\n",
      "300] pred: Sports / answ: Sports\n",
      "301] pred: Business / answ: Business\n",
      "302] pred: Business / answ: Business\n",
      "303] pred: Business / answ: Business\n",
      "304] pred: Business / answ: Business\n",
      "305] pred: Sports / answ: Sports\n",
      "306] pred: Business / answ: Sci/Tech\n",
      "307] pred: World / answ: Sci/Tech\n",
      "308] pred: Sports / answ: Sports\n",
      "309] pred: Business / answ: Business\n",
      "310] pred: Business / answ: Business\n",
      "311] pred: Sports / answ: Sports\n",
      "312] pred: Sci/Tech / answ: Sci/Tech\n",
      "313] pred: World / answ: Business\n",
      "314] pred: Business / answ: Business\n",
      "315] pred: World / answ: World\n",
      "316] pred: World / answ: World\n",
      "317] pred: Business / answ: Business\n",
      "318] pred: Sports / answ: Sports\n",
      "319] pred: Business / answ: Business\n",
      "320] pred: Business / answ: Business\n",
      "321] pred: World / answ: World\n",
      "322] pred: Sports / answ: Sports\n",
      "323] pred: Sci/Tech / answ: Sci/Tech\n",
      "324] pred: Sports / answ: Sports\n",
      "325] pred: Business / answ: Sci/Tech\n",
      "326] pred: World / answ: World\n",
      "327] pred: Sci/Tech / answ: World\n",
      "328] pred: Business / answ: Sci/Tech\n",
      "329] pred: Business / answ: Business\n",
      "330] pred: Sci/Tech / answ: Sci/Tech\n",
      "331] pred: Sports / answ: Sports\n",
      "332] pred: World / answ: World\n",
      "333] pred: World / answ: World\n",
      "334] pred: Sports / answ: Sports\n",
      "335] pred: World / answ: World\n",
      "336] pred: World / answ: Business\n",
      "337] pred: Sports / answ: Business\n",
      "338] pred: Sports / answ: Sports\n",
      "339] pred: Business / answ: Sports\n",
      "340] pred: Business / answ: Sci/Tech\n",
      "341] pred: Sports / answ: Sports\n",
      "342] pred: World / answ: World\n",
      "343] pred: Sports / answ: Sports\n",
      "344] pred: Sports / answ: Sports\n",
      "345] pred: Business / answ: Sci/Tech\n",
      "346] pred: Business / answ: Sci/Tech\n",
      "347] pred: Sports / answ: Sports\n",
      "348] pred: World / answ: World\n",
      "349] pred: Business / answ: Business\n",
      "350] pred: Sports / answ: Sports\n",
      "351] pred: World / answ: World\n",
      "352] pred: World / answ: World\n",
      "353] pred: Sports / answ: Sports\n",
      "354] pred: World / answ: World\n",
      "355] pred: Sports / answ: World\n",
      "356] pred: Sports / answ: Sports\n",
      "357] pred: Business / answ: Business\n",
      "358] pred: Sports / answ: Sports\n",
      "359] pred: Sports / answ: Sports\n",
      "360] pred: Sports / answ: Sports\n",
      "361] pred: World / answ: World\n",
      "362] pred: Business / answ: Business\n",
      "363] pred: World / answ: World\n",
      "364] pred: World / answ: World\n",
      "365] pred: World / answ: Sci/Tech\n",
      "366] pred: Sports / answ: Sports\n",
      "367] pred: World / answ: Business\n",
      "368] pred: World / answ: World\n",
      "369] pred: Sports / answ: World\n",
      "370] pred: Sports / answ: Sports\n",
      "371] pred: World / answ: World\n",
      "372] pred: Sports / answ: World\n",
      "373] pred: Sports / answ: Sports\n",
      "374] pred: Sports / answ: Sports\n",
      "375] pred: World / answ: Sci/Tech\n",
      "376] pred: Sports / answ: Sports\n",
      "377] pred: Sports / answ: Sports\n",
      "378] pred: World / answ: Business\n",
      "379] pred: World / answ: World\n",
      "380] pred: Sports / answ: Sports\n",
      "381] pred: Sports / answ: Sports\n",
      "382] pred: Sci/Tech / answ: Sci/Tech\n",
      "383] pred: Sports / answ: Sports\n",
      "384] pred: Business / answ: Business\n",
      "385] pred: Sports / answ: Sports\n",
      "386] pred: Sports / answ: Sports\n",
      "387] pred: Sports / answ: Sports\n",
      "388] pred: World / answ: World\n",
      "389] pred: World / answ: World\n",
      "390] pred: World / answ: World\n",
      "391] pred: Sports / answ: Sports\n",
      "392] pred: World / answ: World\n",
      "393] pred: World / answ: World\n",
      "394] pred: World / answ: World\n",
      "395] pred: Sports / answ: Sports\n",
      "396] pred: Sports / answ: Sports\n",
      "397] pred: World / answ: Sci/Tech\n",
      "398] pred: Sports / answ: Sports\n",
      "399] pred: Business / answ: Business\n",
      "400] pred: Sci/Tech / answ: Sci/Tech\n",
      "401] pred: Sports / answ: Sports\n",
      "402] pred: World / answ: World\n",
      "403] pred: World / answ: World\n",
      "404] pred: World / answ: World\n",
      "405] pred: Business / answ: Business\n",
      "406] pred: Business / answ: Business\n",
      "407] pred: World / answ: Business\n",
      "408] pred: World / answ: Business\n",
      "409] pred: Sports / answ: Sports\n",
      "410] pred: Business / answ: Business\n",
      "411] pred: Sports / answ: Sports\n",
      "412] pred: World / answ: World\n",
      "413] pred: World / answ: World\n",
      "414] pred: World / answ: World\n",
      "415] pred: Business / answ: Sports\n",
      "416] pred: Sports / answ: Sports\n",
      "417] pred: World / answ: Business\n",
      "418] pred: Business / answ: Business\n",
      "419] pred: World / answ: World\n",
      "420] pred: World / answ: World\n",
      "421] pred: Sports / answ: Sports\n",
      "422] pred: World / answ: Business\n",
      "423] pred: Business / answ: Sci/Tech\n",
      "424] pred: Business / answ: Sci/Tech\n",
      "425] pred: World / answ: World\n",
      "426] pred: Business / answ: Business\n",
      "427] pred: Business / answ: Business\n",
      "428] pred: Sci/Tech / answ: Sci/Tech\n",
      "429] pred: Sci/Tech / answ: Sci/Tech\n",
      "430] pred: World / answ: World\n",
      "431] pred: Sports / answ: Sports\n",
      "432] pred: Sports / answ: Sports\n",
      "433] pred: Business / answ: Business\n",
      "434] pred: Business / answ: Business\n",
      "435] pred: Business / answ: Sci/Tech\n",
      "436] pred: World / answ: Business\n",
      "437] pred: Business / answ: Business\n",
      "438] pred: World / answ: Sci/Tech\n",
      "439] pred: Business / answ: Sci/Tech\n",
      "440] pred: Business / answ: Business\n",
      "441] pred: Business / answ: Sci/Tech\n",
      "442] pred: World / answ: World\n",
      "443] pred: World / answ: Business\n",
      "444] pred: World / answ: World\n",
      "445] pred: Sci/Tech / answ: Sci/Tech\n",
      "446] pred: Business / answ: Sci/Tech\n",
      "447] pred: World / answ: Sci/Tech\n",
      "448] pred: Business / answ: Business\n",
      "449] pred: Business / answ: Business\n",
      "450] pred: Sports / answ: World\n",
      "451] pred: World / answ: World\n",
      "452] pred: Business / answ: Business\n",
      "453] pred: Business / answ: Sci/Tech\n",
      "454] pred: Business / answ: Sci/Tech\n",
      "455] pred: Sports / answ: Sports\n",
      "456] pred: World / answ: Business\n",
      "457] pred: Business / answ: Sci/Tech\n",
      "458] pred: Sports / answ: Sports\n",
      "459] pred: World / answ: Business\n",
      "460] pred: Sports / answ: Sports\n",
      "461] pred: Sports / answ: Sports\n",
      "462] pred: Sci/Tech / answ: Sci/Tech\n",
      "463] pred: Sports / answ: Sports\n",
      "464] pred: World / answ: World\n",
      "465] pred: World / answ: Sci/Tech\n",
      "466] pred: Business / answ: Business\n",
      "467] pred: Business / answ: Business\n",
      "468] pred: Business / answ: Sci/Tech\n",
      "469] pred: Sports / answ: Sports\n",
      "470] pred: World / answ: World\n",
      "471] pred: Sci/Tech / answ: Sci/Tech\n",
      "472] pred: World / answ: World\n",
      "473] pred: Business / answ: Business\n",
      "474] pred: Sports / answ: Sports\n",
      "475] pred: Business / answ: Sci/Tech\n",
      "476] pred: Sports / answ: Sports\n",
      "477] pred: World / answ: Sci/Tech\n",
      "478] pred: World / answ: World\n",
      "479] pred: Business / answ: Business\n",
      "480] pred: Business / answ: Sci/Tech\n",
      "481] pred: Business / answ: Business\n",
      "482] pred: Business / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "483] pred: Sci/Tech / answ: Sci/Tech\n",
      "484] pred: Business / answ: Business\n",
      "485] pred: Business / answ: Business\n",
      "486] pred: Sports / answ: Sports\n",
      "487] pred: Business / answ: Business\n",
      "488] pred: World / answ: Business\n",
      "489] pred: Sports / answ: Sports\n",
      "490] pred: Sports / answ: Sports\n",
      "491] pred: Sci/Tech / answ: Sci/Tech\n",
      "492] pred: Sports / answ: Sports\n",
      "493] pred: Business / answ: Business\n",
      "494] pred: Business / answ: Business\n",
      "495] pred: Sports / answ: Sports\n",
      "496] pred: World / answ: Business\n",
      "497] pred: World / answ: World\n",
      "498] pred: Sports / answ: Sports\n",
      "499] pred: Business / answ: Sci/Tech\n",
      "500] pred: World / answ: Sci/Tech\n",
      "501] pred: Sports / answ: Sports\n",
      "502] pred: Sports / answ: Sports\n",
      "503] pred: World / answ: World\n",
      "504] pred: World / answ: World\n",
      "505] pred: World / answ: World\n",
      "506] pred: World / answ: World\n",
      "507] pred: World / answ: Sci/Tech\n",
      "508] pred: Business / answ: Business\n",
      "509] pred: Business / answ: Sci/Tech\n",
      "510] pred: World / answ: Sci/Tech\n",
      "511] pred: World / answ: World\n",
      "512] pred: Business / answ: Sci/Tech\n",
      "513] pred: World / answ: World\n",
      "514] pred: World / answ: World\n",
      "515] pred: Sports / answ: Sports\n",
      "516] pred: World / answ: World\n",
      "517] pred: Business / answ: Business\n",
      "518] pred: Sci/Tech / answ: Sci/Tech\n",
      "519] pred: Sports / answ: Sports\n",
      "520] pred: Business / answ: Business\n",
      "521] pred: Business / answ: World\n",
      "522] pred: Business / answ: Business\n",
      "523] pred: World / answ: World\n",
      "524] pred: World / answ: World\n",
      "525] pred: World / answ: World\n",
      "526] pred: Business / answ: Sci/Tech\n",
      "527] pred: World / answ: World\n",
      "528] pred: World / answ: World\n",
      "529] pred: World / answ: World\n",
      "530] pred: Sports / answ: Sports\n",
      "531] pred: Business / answ: Sci/Tech\n",
      "532] pred: Business / answ: Sci/Tech\n",
      "533] pred: Business / answ: Sci/Tech\n",
      "534] pred: Business / answ: Business\n",
      "535] pred: Business / answ: Business\n",
      "536] pred: Business / answ: Sci/Tech\n",
      "537] pred: Sci/Tech / answ: Sci/Tech\n",
      "538] pred: Sports / answ: Sports\n",
      "539] pred: Business / answ: Sci/Tech\n",
      "540] pred: Sports / answ: Sports\n",
      "541] pred: World / answ: World\n",
      "542] pred: World / answ: World\n",
      "543] pred: World / answ: Sci/Tech\n",
      "544] pred: Sports / answ: Sports\n",
      "545] pred: World / answ: Sci/Tech\n",
      "546] pred: Business / answ: Business\n",
      "547] pred: Sports / answ: Sports\n",
      "548] pred: Business / answ: Sci/Tech\n",
      "549] pred: Business / answ: Business\n",
      "550] pred: World / answ: World\n",
      "551] pred: World / answ: World\n",
      "552] pred: World / answ: World\n",
      "553] pred: Sports / answ: Sports\n",
      "554] pred: Business / answ: Sci/Tech\n",
      "555] pred: Business / answ: Sci/Tech\n",
      "556] pred: World / answ: Sci/Tech\n",
      "557] pred: Sci/Tech / answ: Sci/Tech\n",
      "558] pred: Business / answ: Sci/Tech\n",
      "559] pred: Sci/Tech / answ: Sci/Tech\n",
      "560] pred: Business / answ: Sci/Tech\n",
      "561] pred: World / answ: World\n",
      "562] pred: Business / answ: Business\n",
      "563] pred: Sci/Tech / answ: Sci/Tech\n",
      "564] pred: Sports / answ: Sports\n",
      "565] pred: Business / answ: World\n",
      "566] pred: World / answ: World\n",
      "567] pred: World / answ: Sci/Tech\n",
      "568] pred: Business / answ: Sci/Tech\n",
      "569] pred: Sports / answ: Sports\n",
      "570] pred: Sci/Tech / answ: Sci/Tech\n",
      "571] pred: Business / answ: Business\n",
      "572] pred: Sci/Tech / answ: Sci/Tech\n",
      "573] pred: World / answ: Sci/Tech\n",
      "574] pred: Sports / answ: World\n",
      "575] pred: Business / answ: Business\n",
      "576] pred: Sports / answ: Sports\n",
      "577] pred: Business / answ: Sci/Tech\n",
      "578] pred: Business / answ: Sci/Tech\n",
      "579] pred: World / answ: World\n",
      "580] pred: Sports / answ: Sports\n",
      "581] pred: Business / answ: Sci/Tech\n",
      "582] pred: Business / answ: Business\n",
      "583] pred: Sports / answ: Sports\n",
      "584] pred: Sports / answ: World\n",
      "585] pred: Business / answ: Business\n",
      "586] pred: Business / answ: Sci/Tech\n",
      "587] pred: World / answ: Sci/Tech\n",
      "588] pred: Business / answ: Sci/Tech\n",
      "589] pred: Business / answ: Business\n",
      "590] pred: World / answ: World\n",
      "591] pred: Business / answ: Business\n",
      "592] pred: World / answ: Sci/Tech\n",
      "593] pred: World / answ: World\n",
      "594] pred: World / answ: Sci/Tech\n",
      "595] pred: World / answ: World\n",
      "596] pred: Business / answ: Sci/Tech\n",
      "597] pred: Sci/Tech / answ: Sci/Tech\n",
      "598] pred: Business / answ: Business\n",
      "599] pred: Sci/Tech / answ: World\n",
      "600] pred: Business / answ: Business\n",
      "601] pred: Business / answ: Business\n",
      "602] pred: Business / answ: Sci/Tech\n",
      "603] pred: World / answ: Business\n",
      "604] pred: Sports / answ: Sports\n",
      "605] pred: World / answ: World\n",
      "606] pred: World / answ: World\n",
      "607] pred: Sci/Tech / answ: Sci/Tech\n",
      "608] pred: Business / answ: Sports\n",
      "609] pred: Sports / answ: Sports\n",
      "610] pred: Sports / answ: Sports\n",
      "611] pred: World / answ: World\n",
      "612] pred: World / answ: World\n",
      "613] pred: Sports / answ: World\n",
      "614] pred: Sports / answ: World\n",
      "615] pred: Business / answ: Business\n",
      "616] pred: World / answ: Sci/Tech\n",
      "617] pred: World / answ: World\n",
      "618] pred: World / answ: World\n",
      "619] pred: Business / answ: Business\n",
      "620] pred: Business / answ: Business\n",
      "621] pred: Business / answ: Business\n",
      "622] pred: Sci/Tech / answ: Sci/Tech\n",
      "623] pred: World / answ: Sci/Tech\n",
      "624] pred: World / answ: Sci/Tech\n",
      "625] pred: World / answ: World\n",
      "626] pred: Sports / answ: World\n",
      "627] pred: Business / answ: Sci/Tech\n",
      "628] pred: Business / answ: Business\n",
      "629] pred: Sports / answ: Sports\n",
      "630] pred: Business / answ: Sci/Tech\n",
      "631] pred: Sports / answ: Sports\n",
      "632] pred: Business / answ: Sci/Tech\n",
      "633] pred: World / answ: Sci/Tech\n",
      "634] pred: Business / answ: Business\n",
      "635] pred: Sci/Tech / answ: Sci/Tech\n",
      "636] pred: Business / answ: Sci/Tech\n",
      "637] pred: Sports / answ: Sports\n",
      "638] pred: Sports / answ: Sports\n",
      "639] pred: Business / answ: World\n",
      "640] pred: Business / answ: Business\n",
      "641] pred: Sci/Tech / answ: Sci/Tech\n",
      "642] pred: World / answ: Sci/Tech\n",
      "643] pred: Business / answ: Business\n",
      "644] pred: Sports / answ: Sports\n",
      "645] pred: World / answ: Sci/Tech\n",
      "646] pred: World / answ: World\n",
      "647] pred: World / answ: World\n",
      "648] pred: Sports / answ: Sports\n",
      "649] pred: Business / answ: Business\n",
      "650] pred: Business / answ: World\n",
      "651] pred: Business / answ: Business\n",
      "652] pred: World / answ: World\n",
      "653] pred: World / answ: World\n",
      "654] pred: Sports / answ: Sci/Tech\n",
      "655] pred: Business / answ: World\n",
      "656] pred: Business / answ: Business\n",
      "657] pred: Sci/Tech / answ: Sci/Tech\n",
      "658] pred: Business / answ: Sci/Tech\n",
      "659] pred: World / answ: Sci/Tech\n",
      "660] pred: Business / answ: Sci/Tech\n",
      "661] pred: Business / answ: Sci/Tech\n",
      "662] pred: Sports / answ: Sports\n",
      "663] pred: World / answ: Business\n",
      "664] pred: Business / answ: Sci/Tech\n",
      "665] pred: Sports / answ: Sports\n",
      "666] pred: World / answ: Sports\n",
      "667] pred: Business / answ: Business\n",
      "668] pred: World / answ: Sci/Tech\n",
      "669] pred: World / answ: World\n",
      "670] pred: Sports / answ: Sports\n",
      "671] pred: Sports / answ: Sci/Tech\n",
      "672] pred: World / answ: World\n",
      "673] pred: Business / answ: Business\n",
      "674] pred: Sports / answ: Sports\n",
      "675] pred: Sports / answ: Sports\n",
      "676] pred: Sports / answ: World\n",
      "677] pred: World / answ: World\n",
      "678] pred: World / answ: World\n",
      "679] pred: Sports / answ: Sports\n",
      "680] pred: World / answ: Sci/Tech\n",
      "681] pred: World / answ: World\n",
      "682] pred: World / answ: World\n",
      "683] pred: World / answ: World\n",
      "684] pred: World / answ: World\n",
      "685] pred: Business / answ: Business\n",
      "686] pred: Sports / answ: Sports\n",
      "687] pred: World / answ: Business\n",
      "688] pred: Business / answ: Business\n",
      "689] pred: World / answ: World\n",
      "690] pred: Sports / answ: Sports\n",
      "691] pred: Sports / answ: Sports\n",
      "692] pred: Sports / answ: Sports\n",
      "693] pred: Sports / answ: Sports\n",
      "694] pred: World / answ: World\n",
      "695] pred: World / answ: World\n",
      "696] pred: Sports / answ: Sports\n",
      "697] pred: World / answ: World\n",
      "698] pred: Sports / answ: Sports\n",
      "699] pred: World / answ: World\n",
      "700] pred: Business / answ: Business\n",
      "701] pred: Sports / answ: Sports\n",
      "702] pred: World / answ: Sci/Tech\n",
      "703] pred: World / answ: World\n",
      "704] pred: Sports / answ: Sports\n",
      "705] pred: Sports / answ: Sports\n",
      "706] pred: Sci/Tech / answ: Sci/Tech\n",
      "707] pred: World / answ: Business\n",
      "708] pred: Sci/Tech / answ: Sci/Tech\n",
      "709] pred: Business / answ: Sci/Tech\n",
      "710] pred: Business / answ: Business\n",
      "711] pred: Business / answ: Business\n",
      "712] pred: Business / answ: Business\n",
      "713] pred: Sports / answ: Sports\n",
      "714] pred: Sports / answ: Sports\n",
      "715] pred: Sci/Tech / answ: Sci/Tech\n",
      "716] pred: Business / answ: Sci/Tech\n",
      "717] pred: Sports / answ: Sports\n",
      "718] pred: Sports / answ: Sports\n",
      "719] pred: Business / answ: World\n",
      "720] pred: World / answ: World\n",
      "721] pred: World / answ: World\n",
      "722] pred: World / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "723] pred: World / answ: Business\n",
      "724] pred: World / answ: World\n",
      "725] pred: World / answ: World\n",
      "726] pred: Sports / answ: Sports\n",
      "727] pred: Business / answ: World\n",
      "728] pred: Business / answ: Business\n",
      "729] pred: Business / answ: Business\n",
      "730] pred: Business / answ: Business\n",
      "731] pred: Business / answ: Sci/Tech\n",
      "732] pred: World / answ: Sci/Tech\n",
      "733] pred: Business / answ: Business\n",
      "734] pred: Business / answ: Business\n",
      "735] pred: Sports / answ: Sports\n",
      "736] pred: Business / answ: Business\n",
      "737] pred: World / answ: World\n",
      "738] pred: Business / answ: Sci/Tech\n",
      "739] pred: Sports / answ: Sports\n",
      "740] pred: Sports / answ: Sports\n",
      "741] pred: Sci/Tech / answ: Sci/Tech\n",
      "742] pred: World / answ: World\n",
      "743] pred: Sci/Tech / answ: Sci/Tech\n",
      "744] pred: Business / answ: Business\n",
      "745] pred: Business / answ: Business\n",
      "746] pred: World / answ: Business\n",
      "747] pred: Sports / answ: World\n",
      "748] pred: Sci/Tech / answ: Sci/Tech\n",
      "749] pred: Sports / answ: Sports\n",
      "750] pred: World / answ: World\n",
      "751] pred: Business / answ: Business\n",
      "752] pred: Sports / answ: Sports\n",
      "753] pred: Sports / answ: Sports\n",
      "754] pred: World / answ: World\n",
      "755] pred: Business / answ: Sci/Tech\n",
      "756] pred: World / answ: World\n",
      "757] pred: World / answ: World\n",
      "758] pred: Business / answ: Sci/Tech\n",
      "759] pred: Sports / answ: Sports\n",
      "760] pred: Business / answ: Business\n",
      "761] pred: Business / answ: Sci/Tech\n",
      "762] pred: Business / answ: Business\n",
      "763] pred: Business / answ: Sci/Tech\n",
      "764] pred: World / answ: World\n",
      "765] pred: Sports / answ: Sports\n",
      "766] pred: Sports / answ: Sports\n",
      "767] pred: Sports / answ: Sports\n",
      "768] pred: World / answ: World\n",
      "769] pred: Sports / answ: Sports\n",
      "770] pred: Business / answ: Business\n",
      "771] pred: Sports / answ: Sports\n",
      "772] pred: Business / answ: World\n",
      "773] pred: Sports / answ: Sports\n",
      "774] pred: Sports / answ: Sports\n",
      "775] pred: World / answ: World\n",
      "776] pred: World / answ: Sci/Tech\n",
      "777] pred: Sports / answ: Sports\n",
      "778] pred: Business / answ: Sci/Tech\n",
      "779] pred: World / answ: Sports\n",
      "780] pred: World / answ: World\n",
      "781] pred: World / answ: World\n",
      "782] pred: Sports / answ: Sports\n",
      "783] pred: Sci/Tech / answ: Sci/Tech\n",
      "784] pred: Sports / answ: Sports\n",
      "785] pred: World / answ: World\n",
      "786] pred: Business / answ: World\n",
      "787] pred: Sports / answ: Sports\n",
      "788] pred: Business / answ: Business\n",
      "789] pred: World / answ: Sci/Tech\n",
      "790] pred: World / answ: World\n",
      "791] pred: World / answ: Sci/Tech\n",
      "792] pred: World / answ: World\n",
      "793] pred: Sports / answ: Sports\n",
      "794] pred: Business / answ: Sci/Tech\n",
      "795] pred: World / answ: World\n",
      "796] pred: Sci/Tech / answ: Business\n",
      "797] pred: World / answ: World\n",
      "798] pred: Sports / answ: Sports\n",
      "799] pred: World / answ: World\n",
      "800] pred: World / answ: Sports\n",
      "801] pred: Sports / answ: Sports\n",
      "802] pred: World / answ: World\n",
      "803] pred: World / answ: World\n",
      "804] pred: Business / answ: Business\n",
      "805] pred: Business / answ: Sci/Tech\n",
      "806] pred: World / answ: Business\n",
      "807] pred: Sports / answ: Sports\n",
      "808] pred: World / answ: World\n",
      "809] pred: Sports / answ: Sports\n",
      "810] pred: World / answ: World\n",
      "811] pred: World / answ: Sci/Tech\n",
      "812] pred: World / answ: Sci/Tech\n",
      "813] pred: World / answ: World\n",
      "814] pred: Sports / answ: Sports\n",
      "815] pred: World / answ: World\n",
      "816] pred: Business / answ: Business\n",
      "817] pred: Sports / answ: Sports\n",
      "818] pred: World / answ: World\n",
      "819] pred: World / answ: World\n",
      "820] pred: World / answ: World\n",
      "821] pred: Sports / answ: Sports\n",
      "822] pred: Sports / answ: Sports\n",
      "823] pred: Sports / answ: Sports\n",
      "824] pred: Business / answ: Business\n",
      "825] pred: Sports / answ: Sports\n",
      "826] pred: World / answ: World\n",
      "827] pred: Sports / answ: Sports\n",
      "828] pred: World / answ: World\n",
      "829] pred: World / answ: World\n",
      "830] pred: World / answ: World\n",
      "831] pred: World / answ: World\n",
      "832] pred: World / answ: World\n",
      "833] pred: World / answ: World\n",
      "834] pred: Sports / answ: Sports\n",
      "835] pred: Business / answ: Business\n",
      "836] pred: Business / answ: Business\n",
      "837] pred: Sports / answ: Sports\n",
      "838] pred: World / answ: World\n",
      "839] pred: Business / answ: Sci/Tech\n",
      "840] pred: Sports / answ: Sports\n",
      "841] pred: World / answ: World\n",
      "842] pred: Sports / answ: Sports\n",
      "843] pred: Sports / answ: Sports\n",
      "844] pred: World / answ: World\n",
      "845] pred: Business / answ: Sci/Tech\n",
      "846] pred: World / answ: World\n",
      "847] pred: World / answ: World\n",
      "848] pred: World / answ: World\n",
      "849] pred: Sports / answ: Sports\n",
      "850] pred: Sci/Tech / answ: Sci/Tech\n",
      "851] pred: Sports / answ: Sports\n",
      "852] pred: Sci/Tech / answ: World\n",
      "853] pred: Sports / answ: Sports\n",
      "854] pred: Sports / answ: Sports\n",
      "855] pred: Sports / answ: Sports\n",
      "856] pred: Sports / answ: Sports\n",
      "857] pred: Sports / answ: Sports\n",
      "858] pred: Sports / answ: Sports\n",
      "859] pred: Business / answ: Sci/Tech\n",
      "860] pred: World / answ: World\n",
      "861] pred: World / answ: Business\n",
      "862] pred: Sports / answ: Sports\n",
      "863] pred: Sports / answ: Sports\n",
      "864] pred: Business / answ: Business\n",
      "865] pred: Business / answ: Business\n",
      "866] pred: Sci/Tech / answ: Sci/Tech\n",
      "867] pred: Business / answ: Business\n",
      "868] pred: World / answ: World\n",
      "869] pred: World / answ: World\n",
      "870] pred: Sports / answ: Sports\n",
      "871] pred: Sports / answ: Sports\n",
      "872] pred: Sports / answ: Sports\n",
      "873] pred: Sports / answ: Sports\n",
      "874] pred: Sports / answ: Sports\n",
      "875] pred: Sports / answ: Sports\n",
      "876] pred: Business / answ: Business\n",
      "877] pred: Sci/Tech / answ: Business\n",
      "878] pred: Sports / answ: Sports\n",
      "879] pred: World / answ: World\n",
      "880] pred: Business / answ: Sci/Tech\n",
      "881] pred: World / answ: Business\n",
      "882] pred: World / answ: World\n",
      "883] pred: Business / answ: Business\n",
      "884] pred: Sports / answ: Sports\n",
      "885] pred: Sports / answ: Sports\n",
      "886] pred: Sports / answ: Sports\n",
      "887] pred: Sci/Tech / answ: Business\n",
      "888] pred: Sports / answ: Sports\n",
      "889] pred: Business / answ: Business\n",
      "890] pred: Business / answ: Business\n",
      "891] pred: Sports / answ: Sports\n",
      "892] pred: Business / answ: Business\n",
      "893] pred: Sci/Tech / answ: World\n",
      "894] pred: World / answ: World\n",
      "895] pred: Business / answ: Business\n",
      "896] pred: World / answ: World\n",
      "897] pred: World / answ: World\n",
      "898] pred: World / answ: World\n",
      "899] pred: Business / answ: Business\n",
      "900] pred: Business / answ: Business\n",
      "901] pred: Sports / answ: Sports\n",
      "902] pred: Business / answ: Business\n",
      "903] pred: World / answ: World\n",
      "904] pred: Sci/Tech / answ: Sci/Tech\n",
      "905] pred: Sports / answ: Sports\n",
      "906] pred: Business / answ: Business\n",
      "907] pred: Business / answ: Business\n",
      "908] pred: World / answ: World\n",
      "909] pred: Business / answ: Business\n",
      "910] pred: Sci/Tech / answ: Sci/Tech\n",
      "911] pred: Business / answ: Business\n",
      "912] pred: Sports / answ: Sci/Tech\n",
      "913] pred: Sports / answ: Sports\n",
      "914] pred: World / answ: Business\n",
      "915] pred: World / answ: World\n",
      "916] pred: Business / answ: Business\n",
      "917] pred: Sports / answ: Sports\n",
      "918] pred: World / answ: World\n",
      "919] pred: World / answ: World\n",
      "920] pred: Business / answ: Sci/Tech\n",
      "921] pred: Sci/Tech / answ: Sci/Tech\n",
      "922] pred: Business / answ: Business\n",
      "923] pred: Business / answ: Business\n",
      "924] pred: World / answ: World\n",
      "925] pred: World / answ: World\n",
      "926] pred: World / answ: World\n",
      "927] pred: Business / answ: Sci/Tech\n",
      "928] pred: Business / answ: Sci/Tech\n",
      "929] pred: Sports / answ: Sports\n",
      "930] pred: Business / answ: World\n",
      "931] pred: Business / answ: Business\n",
      "932] pred: Business / answ: Business\n",
      "933] pred: Business / answ: Sci/Tech\n",
      "934] pred: Business / answ: Sci/Tech\n",
      "935] pred: Sports / answ: Sports\n",
      "936] pred: Business / answ: Business\n",
      "937] pred: World / answ: World\n",
      "938] pred: World / answ: World\n",
      "939] pred: Sports / answ: Sports\n",
      "940] pred: World / answ: Sports\n",
      "941] pred: Business / answ: Sci/Tech\n",
      "942] pred: Business / answ: World\n",
      "943] pred: Sports / answ: Sports\n",
      "944] pred: World / answ: Sci/Tech\n",
      "945] pred: Sports / answ: Sports\n",
      "946] pred: World / answ: Sci/Tech\n",
      "947] pred: Sports / answ: Sports\n",
      "948] pred: World / answ: World\n",
      "949] pred: Sports / answ: Sports\n",
      "950] pred: Business / answ: Business\n",
      "951] pred: World / answ: Sci/Tech\n",
      "952] pred: Sports / answ: Sports\n",
      "953] pred: Business / answ: Business\n",
      "954] pred: Business / answ: Sci/Tech\n",
      "955] pred: Business / answ: Business\n",
      "956] pred: Business / answ: Sci/Tech\n",
      "957] pred: Business / answ: Sci/Tech\n",
      "958] pred: World / answ: World\n",
      "959] pred: Sports / answ: Sports\n",
      "960] pred: World / answ: Sci/Tech\n",
      "961] pred: World / answ: World\n",
      "962] pred: World / answ: World\n",
      "963] pred: World / answ: Business\n",
      "964] pred: Business / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "965] pred: Business / answ: Business\n",
      "966] pred: Sports / answ: Sports\n",
      "967] pred: Sports / answ: World\n",
      "968] pred: Sci/Tech / answ: Sci/Tech\n",
      "969] pred: Sci/Tech / answ: Sci/Tech\n",
      "970] pred: Business / answ: Business\n",
      "971] pred: Business / answ: Sci/Tech\n",
      "972] pred: World / answ: World\n",
      "973] pred: World / answ: World\n",
      "974] pred: Sports / answ: Sports\n",
      "975] pred: Sports / answ: Sports\n",
      "976] pred: Business / answ: Sci/Tech\n",
      "977] pred: Business / answ: Sci/Tech\n",
      "978] pred: World / answ: World\n",
      "979] pred: World / answ: Sci/Tech\n",
      "980] pred: Business / answ: Business\n",
      "981] pred: Business / answ: Sci/Tech\n",
      "982] pred: Business / answ: Sci/Tech\n",
      "983] pred: Sports / answ: Sports\n",
      "984] pred: Sports / answ: Sports\n",
      "985] pred: World / answ: Sci/Tech\n",
      "986] pred: World / answ: World\n",
      "987] pred: World / answ: World\n",
      "988] pred: Business / answ: Sci/Tech\n",
      "989] pred: Business / answ: Sci/Tech\n",
      "990] pred: Sports / answ: Sports\n",
      "991] pred: Business / answ: Business\n",
      "992] pred: World / answ: World\n",
      "993] pred: World / answ: World\n",
      "994] pred: Business / answ: Sci/Tech\n",
      "995] pred: Sports / answ: Sports\n",
      "996] pred: Sports / answ: Sports\n",
      "997] pred: Sports / answ: Sports\n",
      "998] pred: Business / answ: Sci/Tech\n",
      "999] pred: World / answ: World\n",
      "1000] pred: Business / answ: Business\n",
      "1001] pred: Business / answ: Business\n",
      "1002] pred: Business / answ: Sci/Tech\n",
      "1003] pred: World / answ: World\n",
      "1004] pred: World / answ: Sci/Tech\n",
      "1005] pred: Sci/Tech / answ: Sci/Tech\n",
      "1006] pred: Business / answ: Business\n",
      "1007] pred: Sports / answ: Sports\n",
      "1008] pred: Sports / answ: Sports\n",
      "1009] pred: Sci/Tech / answ: Sci/Tech\n",
      "1010] pred: Business / answ: Business\n",
      "1011] pred: Business / answ: Sci/Tech\n",
      "1012] pred: Business / answ: Business\n",
      "1013] pred: Sci/Tech / answ: Sci/Tech\n",
      "1014] pred: Business / answ: Sci/Tech\n",
      "1015] pred: World / answ: Sci/Tech\n",
      "1016] pred: Sports / answ: Sports\n",
      "1017] pred: World / answ: World\n",
      "1018] pred: Business / answ: Business\n",
      "1019] pred: Sci/Tech / answ: Sci/Tech\n",
      "1020] pred: Sports / answ: Sports\n",
      "1021] pred: World / answ: World\n",
      "1022] pred: World / answ: Sci/Tech\n",
      "1023] pred: Business / answ: Business\n",
      "1024] pred: Business / answ: Sci/Tech\n",
      "1025] pred: World / answ: Business\n",
      "1026] pred: Business / answ: Sci/Tech\n",
      "1027] pred: Business / answ: Sci/Tech\n",
      "1028] pred: World / answ: World\n",
      "1029] pred: Business / answ: Business\n",
      "1030] pred: Business / answ: Business\n",
      "1031] pred: Business / answ: Sci/Tech\n",
      "1032] pred: Sci/Tech / answ: Sci/Tech\n",
      "1033] pred: World / answ: World\n",
      "1034] pred: Sports / answ: Sports\n",
      "1035] pred: World / answ: Sci/Tech\n",
      "1036] pred: Business / answ: Business\n",
      "1037] pred: Business / answ: Sci/Tech\n",
      "1038] pred: Business / answ: Sci/Tech\n",
      "1039] pred: World / answ: World\n",
      "1040] pred: Sports / answ: Sports\n",
      "1041] pred: World / answ: World\n",
      "1042] pred: Business / answ: Sci/Tech\n",
      "1043] pred: World / answ: Sci/Tech\n",
      "1044] pred: Business / answ: Business\n",
      "1045] pred: Business / answ: Sci/Tech\n",
      "1046] pred: World / answ: Sci/Tech\n",
      "1047] pred: World / answ: World\n",
      "1048] pred: Sports / answ: Sports\n",
      "1049] pred: World / answ: World\n",
      "1050] pred: Business / answ: Business\n",
      "1051] pred: Business / answ: Business\n",
      "1052] pred: World / answ: World\n",
      "1053] pred: World / answ: World\n",
      "1054] pred: Sports / answ: Sports\n",
      "1055] pred: Sports / answ: Sports\n",
      "1056] pred: Sports / answ: Sports\n",
      "1057] pred: World / answ: Sci/Tech\n",
      "1058] pred: World / answ: World\n",
      "1059] pred: Sci/Tech / answ: Sci/Tech\n",
      "1060] pred: Sports / answ: Sports\n",
      "1061] pred: World / answ: World\n",
      "1062] pred: Business / answ: Business\n",
      "1063] pred: Business / answ: Business\n",
      "1064] pred: World / answ: World\n",
      "1065] pred: World / answ: World\n",
      "1066] pred: World / answ: Sci/Tech\n",
      "1067] pred: World / answ: Sci/Tech\n",
      "1068] pred: Business / answ: Business\n",
      "1069] pred: Sports / answ: Sports\n",
      "1070] pred: Business / answ: Sci/Tech\n",
      "1071] pred: Business / answ: Sci/Tech\n",
      "1072] pred: World / answ: Sci/Tech\n",
      "1073] pred: Business / answ: Sci/Tech\n",
      "1074] pred: Business / answ: Sci/Tech\n",
      "1075] pred: Business / answ: Sci/Tech\n",
      "1076] pred: Business / answ: Sci/Tech\n",
      "1077] pred: Business / answ: Business\n",
      "1078] pred: Sci/Tech / answ: Sci/Tech\n",
      "1079] pred: Business / answ: Sci/Tech\n",
      "1080] pred: Sports / answ: World\n",
      "1081] pred: Sports / answ: Sports\n",
      "1082] pred: Sports / answ: Sports\n",
      "1083] pred: World / answ: Business\n",
      "1084] pred: Business / answ: Business\n",
      "1085] pred: Business / answ: Sci/Tech\n",
      "1086] pred: Sci/Tech / answ: Sci/Tech\n",
      "1087] pred: Business / answ: Sci/Tech\n",
      "1088] pred: World / answ: Sci/Tech\n",
      "1089] pred: Business / answ: Sci/Tech\n",
      "1090] pred: World / answ: World\n",
      "1091] pred: World / answ: World\n",
      "1092] pred: World / answ: World\n",
      "1093] pred: World / answ: Business\n",
      "1094] pred: Business / answ: Business\n",
      "1095] pred: World / answ: World\n",
      "1096] pred: World / answ: World\n",
      "1097] pred: World / answ: Business\n",
      "1098] pred: Sports / answ: Sci/Tech\n",
      "1099] pred: Business / answ: Business\n",
      "1100] pred: Sci/Tech / answ: World\n",
      "1101] pred: Business / answ: Business\n",
      "1102] pred: Sports / answ: Sports\n",
      "1103] pred: Business / answ: Business\n",
      "1104] pred: World / answ: Sci/Tech\n",
      "1105] pred: World / answ: World\n",
      "1106] pred: World / answ: Sci/Tech\n",
      "1107] pred: Business / answ: Sci/Tech\n",
      "1108] pred: Sci/Tech / answ: Sci/Tech\n",
      "1109] pred: World / answ: World\n",
      "1110] pred: World / answ: Business\n",
      "1111] pred: Business / answ: Business\n",
      "1112] pred: Sports / answ: Sports\n",
      "1113] pred: Sports / answ: Sports\n",
      "1114] pred: World / answ: Sports\n",
      "1115] pred: World / answ: Business\n",
      "1116] pred: Business / answ: Business\n",
      "1117] pred: World / answ: World\n",
      "1118] pred: Business / answ: Sci/Tech\n",
      "1119] pred: Business / answ: Sci/Tech\n",
      "1120] pred: Sports / answ: Sports\n",
      "1121] pred: World / answ: World\n",
      "1122] pred: Business / answ: Business\n",
      "1123] pred: Business / answ: Business\n",
      "1124] pred: Business / answ: Business\n",
      "1125] pred: Business / answ: Sci/Tech\n",
      "1126] pred: Business / answ: Business\n",
      "1127] pred: Sci/Tech / answ: Sci/Tech\n",
      "1128] pred: Sports / answ: Sports\n",
      "1129] pred: World / answ: Sports\n",
      "1130] pred: World / answ: World\n",
      "1131] pred: Business / answ: Business\n",
      "1132] pred: Sci/Tech / answ: Sci/Tech\n",
      "1133] pred: Sports / answ: Sports\n",
      "1134] pred: World / answ: World\n",
      "1135] pred: Sports / answ: Sports\n",
      "1136] pred: World / answ: World\n",
      "1137] pred: World / answ: Sports\n",
      "1138] pred: Sports / answ: Sports\n",
      "1139] pred: World / answ: World\n",
      "1140] pred: Sports / answ: Sci/Tech\n",
      "1141] pred: Sports / answ: Sports\n",
      "1142] pred: World / answ: World\n",
      "1143] pred: Business / answ: Business\n",
      "1144] pred: Sports / answ: Sports\n",
      "1145] pred: Sports / answ: Sports\n",
      "1146] pred: World / answ: World\n",
      "1147] pred: Sports / answ: Sports\n",
      "1148] pred: World / answ: World\n",
      "1149] pred: World / answ: World\n",
      "1150] pred: World / answ: World\n",
      "1151] pred: Business / answ: Business\n",
      "1152] pred: Sports / answ: Sports\n",
      "1153] pred: Sports / answ: Sports\n",
      "1154] pred: Business / answ: Sci/Tech\n",
      "1155] pred: Business / answ: Business\n",
      "1156] pred: World / answ: World\n",
      "1157] pred: Sports / answ: Sports\n",
      "1158] pred: Sports / answ: Sports\n",
      "1159] pred: Sports / answ: Sports\n",
      "1160] pred: Business / answ: Business\n",
      "1161] pred: Sports / answ: Sports\n",
      "1162] pred: World / answ: Sci/Tech\n",
      "1163] pred: World / answ: Business\n",
      "1164] pred: World / answ: Business\n",
      "1165] pred: Business / answ: Business\n",
      "1166] pred: Business / answ: Business\n",
      "1167] pred: Business / answ: Sci/Tech\n",
      "1168] pred: Business / answ: World\n",
      "1169] pred: Sports / answ: Sports\n",
      "1170] pred: Sports / answ: Sports\n",
      "1171] pred: Sports / answ: Sports\n",
      "1172] pred: Sports / answ: Sports\n",
      "1173] pred: World / answ: World\n",
      "1174] pred: Sports / answ: Sports\n",
      "1175] pred: Sports / answ: Sports\n",
      "1176] pred: Sports / answ: Sports\n",
      "1177] pred: Business / answ: Business\n",
      "1178] pred: Business / answ: Business\n",
      "1179] pred: Sports / answ: Sports\n",
      "1180] pred: World / answ: World\n",
      "1181] pred: Sports / answ: Sports\n",
      "1182] pred: Business / answ: Sci/Tech\n",
      "1183] pred: World / answ: Sci/Tech\n",
      "1184] pred: Sports / answ: Sports\n",
      "1185] pred: World / answ: World\n",
      "1186] pred: World / answ: World\n",
      "1187] pred: World / answ: Sci/Tech\n",
      "1188] pred: Business / answ: Business\n",
      "1189] pred: World / answ: World\n",
      "1190] pred: World / answ: Sci/Tech\n",
      "1191] pred: Business / answ: World\n",
      "1192] pred: Sports / answ: Sports\n",
      "1193] pred: Sports / answ: Sports\n",
      "1194] pred: Sports / answ: Sports\n",
      "1195] pred: World / answ: World\n",
      "1196] pred: World / answ: World\n",
      "1197] pred: World / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1198] pred: Sports / answ: Sports\n",
      "1199] pred: Business / answ: World\n",
      "1200] pred: World / answ: World\n",
      "1201] pred: Sports / answ: Sports\n",
      "1202] pred: Sports / answ: Sports\n",
      "1203] pred: Sports / answ: Sports\n",
      "1204] pred: World / answ: Business\n",
      "1205] pred: World / answ: World\n",
      "1206] pred: Sports / answ: Sports\n",
      "1207] pred: World / answ: World\n",
      "1208] pred: Sports / answ: Sports\n",
      "1209] pred: Business / answ: Business\n",
      "1210] pred: Business / answ: Business\n",
      "1211] pred: World / answ: Sci/Tech\n",
      "1212] pred: Sports / answ: Sports\n",
      "1213] pred: Business / answ: World\n",
      "1214] pred: Business / answ: Business\n",
      "1215] pred: World / answ: World\n",
      "1216] pred: Sports / answ: Sports\n",
      "1217] pred: Sports / answ: Sports\n",
      "1218] pred: Sports / answ: Sports\n",
      "1219] pred: Business / answ: Business\n",
      "1220] pred: World / answ: World\n",
      "1221] pred: Business / answ: Business\n",
      "1222] pred: World / answ: World\n",
      "1223] pred: Business / answ: Business\n",
      "1224] pred: World / answ: World\n",
      "1225] pred: World / answ: World\n",
      "1226] pred: World / answ: Sci/Tech\n",
      "1227] pred: Business / answ: World\n",
      "1228] pred: World / answ: Sports\n",
      "1229] pred: Business / answ: Business\n",
      "1230] pred: World / answ: Sci/Tech\n",
      "1231] pred: World / answ: Sci/Tech\n",
      "1232] pred: World / answ: Sports\n",
      "1233] pred: Business / answ: Business\n",
      "1234] pred: World / answ: Sci/Tech\n",
      "1235] pred: Business / answ: Business\n",
      "1236] pred: Sci/Tech / answ: Sci/Tech\n",
      "1237] pred: World / answ: Sci/Tech\n",
      "1238] pred: Sports / answ: Sports\n",
      "1239] pred: World / answ: World\n",
      "1240] pred: Business / answ: Business\n",
      "1241] pred: Business / answ: Business\n",
      "1242] pred: World / answ: Sci/Tech\n",
      "1243] pred: Business / answ: Business\n",
      "1244] pred: Sports / answ: Sports\n",
      "1245] pred: World / answ: World\n",
      "1246] pred: Sports / answ: Sports\n",
      "1247] pred: Sports / answ: Sports\n",
      "1248] pred: World / answ: Business\n",
      "1249] pred: Sports / answ: Sports\n",
      "1250] pred: Sports / answ: Sports\n",
      "1251] pred: Business / answ: World\n",
      "1252] pred: Sci/Tech / answ: Business\n",
      "1253] pred: Business / answ: Business\n",
      "1254] pred: Business / answ: Business\n",
      "1255] pred: World / answ: World\n",
      "1256] pred: World / answ: World\n",
      "1257] pred: Sci/Tech / answ: Sci/Tech\n",
      "1258] pred: World / answ: Business\n",
      "1259] pred: Sports / answ: Sports\n",
      "1260] pred: Sports / answ: Sports\n",
      "1261] pred: Sports / answ: Sports\n",
      "1262] pred: Business / answ: Sci/Tech\n",
      "1263] pred: World / answ: World\n",
      "1264] pred: World / answ: World\n",
      "1265] pred: Business / answ: Sci/Tech\n",
      "1266] pred: World / answ: World\n",
      "1267] pred: Sports / answ: Sports\n",
      "1268] pred: Business / answ: Sci/Tech\n",
      "1269] pred: World / answ: Sci/Tech\n",
      "1270] pred: Business / answ: Business\n",
      "1271] pred: Sports / answ: Sports\n",
      "1272] pred: World / answ: World\n",
      "1273] pred: Business / answ: Business\n",
      "1274] pred: Business / answ: Business\n",
      "1275] pred: Business / answ: Business\n",
      "1276] pred: Sports / answ: Sports\n",
      "1277] pred: Business / answ: Business\n",
      "1278] pred: World / answ: World\n",
      "1279] pred: Business / answ: Business\n",
      "1280] pred: Business / answ: Sci/Tech\n",
      "1281] pred: Sports / answ: Sports\n",
      "1282] pred: Sports / answ: Sports\n",
      "1283] pred: Sports / answ: Sports\n",
      "1284] pred: Sports / answ: Sports\n",
      "1285] pred: Sci/Tech / answ: Sci/Tech\n",
      "1286] pred: Business / answ: Business\n",
      "1287] pred: Sports / answ: Sports\n",
      "1288] pred: Sports / answ: Sports\n",
      "1289] pred: World / answ: Business\n",
      "1290] pred: World / answ: World\n",
      "1291] pred: Business / answ: Business\n",
      "1292] pred: Business / answ: Sci/Tech\n",
      "1293] pred: Business / answ: Business\n",
      "1294] pred: Business / answ: Sci/Tech\n",
      "1295] pred: Business / answ: Business\n",
      "1296] pred: World / answ: Business\n",
      "1297] pred: Business / answ: Sci/Tech\n",
      "1298] pred: World / answ: World\n",
      "1299] pred: World / answ: World\n",
      "1300] pred: World / answ: World\n",
      "1301] pred: Sci/Tech / answ: Sci/Tech\n",
      "1302] pred: Sports / answ: Sports\n",
      "1303] pred: World / answ: World\n",
      "1304] pred: Sports / answ: Sports\n",
      "1305] pred: Business / answ: Business\n",
      "1306] pred: World / answ: World\n",
      "1307] pred: World / answ: Sci/Tech\n",
      "1308] pred: World / answ: World\n",
      "1309] pred: Sports / answ: Sports\n",
      "1310] pred: Business / answ: Business\n",
      "1311] pred: Business / answ: Business\n",
      "1312] pred: Business / answ: Business\n",
      "1313] pred: World / answ: World\n",
      "1314] pred: World / answ: Sci/Tech\n",
      "1315] pred: Business / answ: Sci/Tech\n",
      "1316] pred: World / answ: World\n",
      "1317] pred: World / answ: Sports\n",
      "1318] pred: Business / answ: Business\n",
      "1319] pred: Business / answ: Business\n",
      "1320] pred: Sports / answ: Sports\n",
      "1321] pred: Business / answ: Business\n",
      "1322] pred: Sports / answ: Sports\n",
      "1323] pred: Sci/Tech / answ: Sci/Tech\n",
      "1324] pred: Business / answ: Business\n",
      "1325] pred: Business / answ: Sci/Tech\n",
      "1326] pred: Business / answ: Sci/Tech\n",
      "1327] pred: Sports / answ: Sports\n",
      "1328] pred: Sports / answ: Sports\n",
      "1329] pred: World / answ: World\n",
      "1330] pred: Business / answ: Business\n",
      "1331] pred: Business / answ: Sci/Tech\n",
      "1332] pred: Business / answ: Sci/Tech\n",
      "1333] pred: Sci/Tech / answ: Sci/Tech\n",
      "1334] pred: World / answ: Business\n",
      "1335] pred: Business / answ: Business\n",
      "1336] pred: World / answ: Business\n",
      "1337] pred: Business / answ: Business\n",
      "1338] pred: World / answ: World\n",
      "1339] pred: World / answ: World\n",
      "1340] pred: Sports / answ: Sports\n",
      "1341] pred: Sci/Tech / answ: Business\n",
      "1342] pred: Sports / answ: Sports\n",
      "1343] pred: Business / answ: Sci/Tech\n",
      "1344] pred: Business / answ: Business\n",
      "1345] pred: Business / answ: Sci/Tech\n",
      "1346] pred: Sci/Tech / answ: Sci/Tech\n",
      "1347] pred: Business / answ: Business\n",
      "1348] pred: Sports / answ: Sports\n",
      "1349] pred: Sci/Tech / answ: Sci/Tech\n",
      "1350] pred: Business / answ: Sci/Tech\n",
      "1351] pred: Sports / answ: Sports\n",
      "1352] pred: World / answ: World\n",
      "1353] pred: Sports / answ: Sports\n",
      "1354] pred: Sci/Tech / answ: Sci/Tech\n",
      "1355] pred: Business / answ: Business\n",
      "1356] pred: Sports / answ: Sports\n",
      "1357] pred: World / answ: Business\n",
      "1358] pred: World / answ: Business\n",
      "1359] pred: Business / answ: Business\n",
      "1360] pred: Business / answ: Sci/Tech\n",
      "1361] pred: Sci/Tech / answ: Business\n",
      "1362] pred: Sports / answ: Sports\n",
      "1363] pred: Sci/Tech / answ: Sci/Tech\n",
      "1364] pred: Business / answ: Sci/Tech\n",
      "1365] pred: World / answ: World\n",
      "1366] pred: Business / answ: Business\n",
      "1367] pred: Business / answ: Business\n",
      "1368] pred: Business / answ: Sci/Tech\n",
      "1369] pred: Business / answ: Business\n",
      "1370] pred: Business / answ: Sci/Tech\n",
      "1371] pred: Sports / answ: Sports\n",
      "1372] pred: World / answ: Business\n",
      "1373] pred: Business / answ: World\n",
      "1374] pred: World / answ: Business\n",
      "1375] pred: Sci/Tech / answ: Sci/Tech\n",
      "1376] pred: Sports / answ: Sports\n",
      "1377] pred: World / answ: Sci/Tech\n",
      "1378] pred: Business / answ: Sci/Tech\n",
      "1379] pred: World / answ: World\n",
      "1380] pred: Business / answ: Business\n",
      "1381] pred: Sports / answ: Sports\n",
      "1382] pred: Sports / answ: Sports\n",
      "1383] pred: Sci/Tech / answ: Sci/Tech\n",
      "1384] pred: Sports / answ: Sports\n",
      "1385] pred: World / answ: World\n",
      "1386] pred: World / answ: World\n",
      "1387] pred: Business / answ: Business\n",
      "1388] pred: World / answ: Business\n",
      "1389] pred: Sports / answ: Sports\n",
      "1390] pred: Business / answ: Sci/Tech\n",
      "1391] pred: World / answ: Sci/Tech\n",
      "1392] pred: Business / answ: Sci/Tech\n",
      "1393] pred: Sports / answ: Sports\n",
      "1394] pred: World / answ: World\n",
      "1395] pred: Business / answ: Business\n",
      "1396] pred: Business / answ: Business\n",
      "1397] pred: Sports / answ: Sports\n",
      "1398] pred: Business / answ: Business\n",
      "1399] pred: World / answ: World\n",
      "1400] pred: Sports / answ: Sports\n",
      "1401] pred: Sci/Tech / answ: Sci/Tech\n",
      "1402] pred: World / answ: World\n",
      "1403] pred: World / answ: World\n",
      "1404] pred: Sports / answ: Sports\n",
      "1405] pred: Sports / answ: Sports\n",
      "1406] pred: Sports / answ: Sports\n",
      "1407] pred: Sports / answ: Sports\n",
      "1408] pred: Sports / answ: Sports\n",
      "1409] pred: Business / answ: Business\n",
      "1410] pred: Business / answ: Business\n",
      "1411] pred: Business / answ: Business\n",
      "1412] pred: Sci/Tech / answ: Sci/Tech\n",
      "1413] pred: Business / answ: Sci/Tech\n",
      "1414] pred: Sports / answ: Sports\n",
      "1415] pred: World / answ: Business\n",
      "1416] pred: Business / answ: Business\n",
      "1417] pred: Sports / answ: Sports\n",
      "1418] pred: Sports / answ: Sports\n",
      "1419] pred: Business / answ: Business\n",
      "1420] pred: Business / answ: Business\n",
      "1421] pred: World / answ: World\n",
      "1422] pred: Sports / answ: Sports\n",
      "1423] pred: World / answ: World\n",
      "1424] pred: World / answ: World\n",
      "1425] pred: Business / answ: Sci/Tech\n",
      "1426] pred: Sci/Tech / answ: Sci/Tech\n",
      "1427] pred: Sci/Tech / answ: Sci/Tech\n",
      "1428] pred: Business / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1429] pred: Sci/Tech / answ: Sci/Tech\n",
      "1430] pred: Business / answ: Business\n",
      "1431] pred: Business / answ: Business\n",
      "1432] pred: Business / answ: Business\n",
      "1433] pred: Business / answ: Sci/Tech\n",
      "1434] pred: Sci/Tech / answ: Sci/Tech\n",
      "1435] pred: Sports / answ: Sports\n",
      "1436] pred: Sci/Tech / answ: World\n",
      "1437] pred: World / answ: Sci/Tech\n",
      "1438] pred: Business / answ: Business\n",
      "1439] pred: Business / answ: Sci/Tech\n",
      "1440] pred: Sports / answ: Sports\n",
      "1441] pred: World / answ: Business\n",
      "1442] pred: World / answ: World\n",
      "1443] pred: Sci/Tech / answ: Sci/Tech\n",
      "1444] pred: Sci/Tech / answ: Sci/Tech\n",
      "1445] pred: World / answ: World\n",
      "1446] pred: Business / answ: Sci/Tech\n",
      "1447] pred: World / answ: Sci/Tech\n",
      "1448] pred: World / answ: World\n",
      "1449] pred: Business / answ: Sci/Tech\n",
      "1450] pred: World / answ: Business\n",
      "1451] pred: Business / answ: Business\n",
      "1452] pred: World / answ: Sci/Tech\n",
      "1453] pred: World / answ: World\n",
      "1454] pred: Sports / answ: Sports\n",
      "1455] pred: World / answ: World\n",
      "1456] pred: Business / answ: Business\n",
      "1457] pred: Business / answ: Sci/Tech\n",
      "1458] pred: Sports / answ: Sports\n",
      "1459] pred: World / answ: World\n",
      "1460] pred: Sci/Tech / answ: Sci/Tech\n",
      "1461] pred: World / answ: World\n",
      "1462] pred: World / answ: Sci/Tech\n",
      "1463] pred: World / answ: World\n",
      "1464] pred: World / answ: World\n",
      "1465] pred: Sports / answ: Sports\n",
      "1466] pred: Sports / answ: World\n",
      "1467] pred: Sports / answ: Sports\n",
      "1468] pred: Sports / answ: Sports\n",
      "1469] pred: World / answ: Business\n",
      "1470] pred: Sports / answ: Sports\n",
      "1471] pred: Business / answ: Sci/Tech\n",
      "1472] pred: World / answ: World\n",
      "1473] pred: Sports / answ: Sports\n",
      "1474] pred: Sci/Tech / answ: Sci/Tech\n",
      "1475] pred: World / answ: World\n",
      "1476] pred: Business / answ: Business\n",
      "1477] pred: World / answ: World\n",
      "1478] pred: Sports / answ: Sports\n",
      "1479] pred: World / answ: World\n",
      "1480] pred: Business / answ: Business\n",
      "1481] pred: Business / answ: Business\n",
      "1482] pred: World / answ: Business\n",
      "1483] pred: Business / answ: Business\n",
      "1484] pred: Sports / answ: Sports\n",
      "1485] pred: World / answ: Sci/Tech\n",
      "1486] pred: Business / answ: Sci/Tech\n",
      "1487] pred: Sports / answ: Sports\n",
      "1488] pred: Sports / answ: Sports\n",
      "1489] pred: Sports / answ: Sports\n",
      "1490] pred: World / answ: World\n",
      "1491] pred: World / answ: World\n",
      "1492] pred: World / answ: World\n",
      "1493] pred: Sports / answ: Sports\n",
      "1494] pred: Sci/Tech / answ: World\n",
      "1495] pred: Business / answ: Business\n",
      "1496] pred: Sports / answ: Sports\n",
      "1497] pred: World / answ: Sci/Tech\n",
      "1498] pred: Sci/Tech / answ: Sci/Tech\n",
      "1499] pred: Sci/Tech / answ: Sci/Tech\n",
      "1500] pred: World / answ: Business\n",
      "1501] pred: Business / answ: Sci/Tech\n",
      "1502] pred: Sports / answ: Sports\n",
      "1503] pred: Sci/Tech / answ: Sci/Tech\n",
      "1504] pred: World / answ: World\n",
      "1505] pred: World / answ: World\n",
      "1506] pred: World / answ: World\n",
      "1507] pred: Sci/Tech / answ: Sci/Tech\n",
      "1508] pred: Business / answ: Sci/Tech\n",
      "1509] pred: Business / answ: Sci/Tech\n",
      "1510] pred: Business / answ: Sci/Tech\n",
      "1511] pred: World / answ: Business\n",
      "1512] pred: World / answ: Sci/Tech\n",
      "1513] pred: Business / answ: Sci/Tech\n",
      "1514] pred: Business / answ: Business\n",
      "1515] pred: Sports / answ: Sports\n",
      "1516] pred: Business / answ: Sci/Tech\n",
      "1517] pred: World / answ: World\n",
      "1518] pred: Sports / answ: Sports\n",
      "1519] pred: World / answ: World\n",
      "1520] pred: Sci/Tech / answ: Sci/Tech\n",
      "1521] pred: World / answ: World\n",
      "1522] pred: Sports / answ: Sports\n",
      "1523] pred: World / answ: World\n",
      "1524] pred: Business / answ: Business\n",
      "1525] pred: World / answ: World\n",
      "1526] pred: World / answ: Sci/Tech\n",
      "1527] pred: World / answ: Business\n",
      "1528] pred: World / answ: World\n",
      "1529] pred: World / answ: World\n",
      "1530] pred: Business / answ: Business\n",
      "1531] pred: World / answ: Business\n",
      "1532] pred: World / answ: World\n",
      "1533] pred: Sports / answ: World\n",
      "1534] pred: Business / answ: Sci/Tech\n",
      "1535] pred: World / answ: World\n",
      "1536] pred: World / answ: Sports\n",
      "1537] pred: World / answ: World\n",
      "1538] pred: World / answ: World\n",
      "1539] pred: World / answ: Business\n",
      "1540] pred: Sports / answ: Sports\n",
      "1541] pred: World / answ: Sci/Tech\n",
      "1542] pred: Sci/Tech / answ: Sci/Tech\n",
      "1543] pred: World / answ: World\n",
      "1544] pred: World / answ: World\n",
      "1545] pred: World / answ: World\n",
      "1546] pred: World / answ: World\n",
      "1547] pred: Sports / answ: Sports\n",
      "1548] pred: Sports / answ: Business\n",
      "1549] pred: World / answ: World\n",
      "1550] pred: Business / answ: Sci/Tech\n",
      "1551] pred: Sports / answ: Sports\n",
      "1552] pred: Business / answ: Business\n",
      "1553] pred: Sports / answ: Sports\n",
      "1554] pred: Sports / answ: Sports\n",
      "1555] pred: Sports / answ: Sports\n",
      "1556] pred: World / answ: Business\n",
      "1557] pred: Sports / answ: Sports\n",
      "1558] pred: Sports / answ: Sports\n",
      "1559] pred: World / answ: World\n",
      "1560] pred: Sports / answ: Sports\n",
      "1561] pred: Business / answ: Business\n",
      "1562] pred: World / answ: World\n",
      "1563] pred: Sports / answ: Sports\n",
      "1564] pred: World / answ: Sports\n",
      "1565] pred: Sports / answ: Sports\n",
      "1566] pred: Sports / answ: Sports\n",
      "1567] pred: World / answ: World\n",
      "1568] pred: World / answ: World\n",
      "1569] pred: Sports / answ: Sports\n",
      "1570] pred: Sports / answ: Sports\n",
      "1571] pred: Sports / answ: Sports\n",
      "1572] pred: World / answ: World\n",
      "1573] pred: Sci/Tech / answ: Sci/Tech\n",
      "1574] pred: Sports / answ: Sports\n",
      "1575] pred: Business / answ: Business\n",
      "1576] pred: World / answ: World\n",
      "1577] pred: World / answ: Sports\n",
      "1578] pred: World / answ: World\n",
      "1579] pred: Business / answ: Sci/Tech\n",
      "1580] pred: World / answ: World\n",
      "1581] pred: World / answ: World\n",
      "1582] pred: World / answ: World\n",
      "1583] pred: Sports / answ: Sports\n",
      "1584] pred: Business / answ: Business\n",
      "1585] pred: Sports / answ: Sports\n",
      "1586] pred: World / answ: World\n",
      "1587] pred: World / answ: World\n",
      "1588] pred: Sports / answ: Sports\n",
      "1589] pred: World / answ: World\n",
      "1590] pred: World / answ: Business\n",
      "1591] pred: Business / answ: Business\n",
      "1592] pred: Sports / answ: Sports\n",
      "1593] pred: World / answ: World\n",
      "1594] pred: Sports / answ: Sports\n",
      "1595] pred: World / answ: World\n",
      "1596] pred: Sports / answ: Sports\n",
      "1597] pred: Business / answ: Business\n",
      "1598] pred: World / answ: World\n",
      "1599] pred: World / answ: World\n",
      "1600] pred: Sci/Tech / answ: Sci/Tech\n",
      "1601] pred: Sports / answ: Sports\n",
      "1602] pred: Business / answ: Business\n",
      "1603] pred: Sci/Tech / answ: Business\n",
      "1604] pred: Sports / answ: Sports\n",
      "1605] pred: World / answ: World\n",
      "1606] pred: Sci/Tech / answ: Sci/Tech\n",
      "1607] pred: Business / answ: Business\n",
      "1608] pred: World / answ: World\n",
      "1609] pred: Sci/Tech / answ: Sci/Tech\n",
      "1610] pred: Business / answ: Sci/Tech\n",
      "1611] pred: Business / answ: Business\n",
      "1612] pred: Business / answ: Business\n",
      "1613] pred: World / answ: Business\n",
      "1614] pred: Sports / answ: Sports\n",
      "1615] pred: Business / answ: Business\n",
      "1616] pred: World / answ: World\n",
      "1617] pred: Sports / answ: World\n",
      "1618] pred: Business / answ: Sci/Tech\n",
      "1619] pred: Sci/Tech / answ: Sci/Tech\n",
      "1620] pred: Sci/Tech / answ: Sci/Tech\n",
      "1621] pred: Business / answ: Sci/Tech\n",
      "1622] pred: Business / answ: Business\n",
      "1623] pred: Sci/Tech / answ: World\n",
      "1624] pred: Sports / answ: Sports\n",
      "1625] pred: Business / answ: Sci/Tech\n",
      "1626] pred: Sci/Tech / answ: Sci/Tech\n",
      "1627] pred: Sports / answ: Sports\n",
      "1628] pred: Business / answ: Business\n",
      "1629] pred: Sci/Tech / answ: Sci/Tech\n",
      "1630] pred: Business / answ: Sci/Tech\n",
      "1631] pred: Business / answ: Business\n",
      "1632] pred: World / answ: Sci/Tech\n",
      "1633] pred: Sci/Tech / answ: Sci/Tech\n",
      "1634] pred: Business / answ: Sci/Tech\n",
      "1635] pred: Business / answ: Business\n",
      "1636] pred: World / answ: World\n",
      "1637] pred: World / answ: World\n",
      "1638] pred: Business / answ: Business\n",
      "1639] pred: Sci/Tech / answ: Sci/Tech\n",
      "1640] pred: Business / answ: Sci/Tech\n",
      "1641] pred: World / answ: Sci/Tech\n",
      "1642] pred: World / answ: Sci/Tech\n",
      "1643] pred: Sports / answ: Sports\n",
      "1644] pred: World / answ: World\n",
      "1645] pred: World / answ: Business\n",
      "1646] pred: Sports / answ: Sports\n",
      "1647] pred: Business / answ: Sci/Tech\n",
      "1648] pred: World / answ: World\n",
      "1649] pred: World / answ: World\n",
      "1650] pred: Sports / answ: Sports\n",
      "1651] pred: Sports / answ: Sports\n",
      "1652] pred: Business / answ: Business\n",
      "1653] pred: Business / answ: Sci/Tech\n",
      "1654] pred: Business / answ: Business\n",
      "1655] pred: Sci/Tech / answ: Sci/Tech\n",
      "1656] pred: Sports / answ: Sports\n",
      "1657] pred: Business / answ: Business\n",
      "1658] pred: World / answ: World\n",
      "1659] pred: Business / answ: Sci/Tech\n",
      "1660] pred: Business / answ: Sci/Tech\n",
      "1661] pred: Business / answ: Business\n",
      "1662] pred: Business / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1663] pred: Sports / answ: Sports\n",
      "1664] pred: World / answ: World\n",
      "1665] pred: Sci/Tech / answ: Business\n",
      "1666] pred: Business / answ: Sci/Tech\n",
      "1667] pred: World / answ: Sci/Tech\n",
      "1668] pred: World / answ: Business\n",
      "1669] pred: World / answ: Sci/Tech\n",
      "1670] pred: Business / answ: Business\n",
      "1671] pred: World / answ: World\n",
      "1672] pred: World / answ: World\n",
      "1673] pred: Business / answ: Business\n",
      "1674] pred: Sports / answ: Sports\n",
      "1675] pred: World / answ: World\n",
      "1676] pred: Sci/Tech / answ: Sci/Tech\n",
      "1677] pred: Sports / answ: Sports\n",
      "1678] pred: Business / answ: Business\n",
      "1679] pred: Sports / answ: Sports\n",
      "1680] pred: World / answ: World\n",
      "1681] pred: Business / answ: Business\n",
      "1682] pred: Sports / answ: Sports\n",
      "1683] pred: Business / answ: Sci/Tech\n",
      "1684] pred: Sports / answ: Sports\n",
      "1685] pred: World / answ: World\n",
      "1686] pred: Sci/Tech / answ: Sci/Tech\n",
      "1687] pred: Business / answ: Business\n",
      "1688] pred: Business / answ: Sci/Tech\n",
      "1689] pred: Business / answ: Sci/Tech\n",
      "1690] pred: Business / answ: Sci/Tech\n",
      "1691] pred: Business / answ: World\n",
      "1692] pred: Business / answ: Business\n",
      "1693] pred: Business / answ: Business\n",
      "1694] pred: Business / answ: Business\n",
      "1695] pred: Business / answ: Sci/Tech\n",
      "1696] pred: Business / answ: Sci/Tech\n",
      "1697] pred: World / answ: World\n",
      "1698] pred: Sports / answ: Sports\n",
      "1699] pred: Business / answ: Business\n",
      "1700] pred: World / answ: World\n",
      "1701] pred: Sports / answ: Sports\n",
      "1702] pred: Sci/Tech / answ: Sci/Tech\n",
      "1703] pred: Business / answ: Sci/Tech\n",
      "1704] pred: Sci/Tech / answ: Sci/Tech\n",
      "1705] pred: Business / answ: Business\n",
      "1706] pred: Sports / answ: Sports\n",
      "1707] pred: Sports / answ: Sports\n",
      "1708] pred: Business / answ: Business\n",
      "1709] pred: Business / answ: Sci/Tech\n",
      "1710] pred: Business / answ: Sci/Tech\n",
      "1711] pred: Business / answ: Sci/Tech\n",
      "1712] pred: Business / answ: Sports\n",
      "1713] pred: Business / answ: Business\n",
      "1714] pred: World / answ: Business\n",
      "1715] pred: Sports / answ: Sports\n",
      "1716] pred: World / answ: World\n",
      "1717] pred: Sci/Tech / answ: Sci/Tech\n",
      "1718] pred: World / answ: Business\n",
      "1719] pred: Business / answ: Business\n",
      "1720] pred: Business / answ: Business\n",
      "1721] pred: Business / answ: Sci/Tech\n",
      "1722] pred: Sports / answ: Sports\n",
      "1723] pred: World / answ: World\n",
      "1724] pred: Business / answ: Sci/Tech\n",
      "1725] pred: Business / answ: Sci/Tech\n",
      "1726] pred: Business / answ: Business\n",
      "1727] pred: Sports / answ: Sports\n",
      "1728] pred: World / answ: Sci/Tech\n",
      "1729] pred: World / answ: World\n",
      "1730] pred: Business / answ: Business\n",
      "1731] pred: Sports / answ: Sports\n",
      "1732] pred: Sports / answ: Sports\n",
      "1733] pred: Sports / answ: Sports\n",
      "1734] pred: Sports / answ: Sports\n",
      "1735] pred: Business / answ: Business\n",
      "1736] pred: Sports / answ: Sports\n",
      "1737] pred: Sports / answ: Sports\n",
      "1738] pred: Sports / answ: Sports\n",
      "1739] pred: World / answ: World\n",
      "1740] pred: Sports / answ: Sports\n",
      "1741] pred: Sports / answ: Sports\n",
      "1742] pred: World / answ: World\n",
      "1743] pred: Business / answ: Sci/Tech\n",
      "1744] pred: World / answ: World\n",
      "1745] pred: World / answ: World\n",
      "1746] pred: Business / answ: Business\n",
      "1747] pred: World / answ: World\n",
      "1748] pred: Business / answ: Business\n",
      "1749] pred: Sports / answ: Sports\n",
      "1750] pred: Sci/Tech / answ: Sci/Tech\n",
      "1751] pred: World / answ: World\n",
      "1752] pred: Business / answ: Business\n",
      "1753] pred: Sports / answ: Sports\n",
      "1754] pred: Sci/Tech / answ: Sci/Tech\n",
      "1755] pred: World / answ: World\n",
      "1756] pred: World / answ: World\n",
      "1757] pred: Business / answ: Business\n",
      "1758] pred: Sports / answ: Sports\n",
      "1759] pred: Sports / answ: Sports\n",
      "1760] pred: World / answ: World\n",
      "1761] pred: Sports / answ: Sports\n",
      "1762] pred: Sci/Tech / answ: Sci/Tech\n",
      "1763] pred: World / answ: Business\n",
      "1764] pred: World / answ: World\n",
      "1765] pred: Business / answ: Sports\n",
      "1766] pred: Business / answ: Business\n",
      "1767] pred: Sports / answ: Sports\n",
      "1768] pred: World / answ: World\n",
      "1769] pred: Business / answ: Business\n",
      "1770] pred: Business / answ: Business\n",
      "1771] pred: World / answ: Business\n",
      "1772] pred: World / answ: World\n",
      "1773] pred: Sci/Tech / answ: Sci/Tech\n",
      "1774] pred: World / answ: Sci/Tech\n",
      "1775] pred: World / answ: Business\n",
      "1776] pred: Sports / answ: Sports\n",
      "1777] pred: Sports / answ: Sports\n",
      "1778] pred: World / answ: World\n",
      "1779] pred: Business / answ: World\n",
      "1780] pred: World / answ: World\n",
      "1781] pred: World / answ: Sci/Tech\n",
      "1782] pred: World / answ: Sports\n",
      "1783] pred: Business / answ: Business\n",
      "1784] pred: Sci/Tech / answ: Sci/Tech\n",
      "1785] pred: Sports / answ: Sports\n",
      "1786] pred: Sports / answ: Sports\n",
      "1787] pred: Sports / answ: Sports\n",
      "1788] pred: Business / answ: Business\n",
      "1789] pred: Sports / answ: Sports\n",
      "1790] pred: Business / answ: Business\n",
      "1791] pred: World / answ: World\n",
      "1792] pred: Business / answ: Business\n",
      "1793] pred: World / answ: Sports\n",
      "1794] pred: Sports / answ: Sports\n",
      "1795] pred: Business / answ: Sci/Tech\n",
      "1796] pred: Business / answ: Business\n",
      "1797] pred: World / answ: Sci/Tech\n",
      "1798] pred: Business / answ: Sports\n",
      "1799] pred: World / answ: Business\n",
      "1800] pred: World / answ: World\n",
      "1801] pred: Sports / answ: Sports\n",
      "1802] pred: Business / answ: Sci/Tech\n",
      "1803] pred: Sports / answ: Sports\n",
      "1804] pred: Business / answ: Business\n",
      "1805] pred: Sports / answ: Sports\n",
      "1806] pred: Business / answ: Sci/Tech\n",
      "1807] pred: Sports / answ: Sports\n",
      "1808] pred: World / answ: World\n",
      "1809] pred: Sports / answ: Sports\n",
      "1810] pred: Sports / answ: Sports\n",
      "1811] pred: Business / answ: Sci/Tech\n",
      "1812] pred: Sports / answ: Sports\n",
      "1813] pred: World / answ: World\n",
      "1814] pred: Business / answ: Sci/Tech\n",
      "1815] pred: Sports / answ: Sports\n",
      "1816] pred: World / answ: World\n",
      "1817] pred: World / answ: World\n",
      "1818] pred: World / answ: World\n",
      "1819] pred: World / answ: Business\n",
      "1820] pred: Sci/Tech / answ: Sci/Tech\n",
      "1821] pred: Sports / answ: Sports\n",
      "1822] pred: World / answ: World\n",
      "1823] pred: Business / answ: Business\n",
      "1824] pred: Sports / answ: Sports\n",
      "1825] pred: Sci/Tech / answ: Business\n",
      "1826] pred: Business / answ: Business\n",
      "1827] pred: World / answ: World\n",
      "1828] pred: World / answ: World\n",
      "1829] pred: Sports / answ: Sports\n",
      "1830] pred: Sports / answ: Sports\n",
      "1831] pred: Business / answ: Sci/Tech\n",
      "1832] pred: Sports / answ: Sports\n",
      "1833] pred: Business / answ: Sci/Tech\n",
      "1834] pred: World / answ: World\n",
      "1835] pred: World / answ: World\n",
      "1836] pred: World / answ: World\n",
      "1837] pred: Sports / answ: Sports\n",
      "1838] pred: Business / answ: Business\n",
      "1839] pred: Business / answ: World\n",
      "1840] pred: Business / answ: Sports\n",
      "1841] pred: World / answ: World\n",
      "1842] pred: Business / answ: Business\n",
      "1843] pred: World / answ: World\n",
      "1844] pred: World / answ: World\n",
      "1845] pred: Business / answ: Business\n",
      "1846] pred: World / answ: World\n",
      "1847] pred: Business / answ: Business\n",
      "1848] pred: World / answ: World\n",
      "1849] pred: Sports / answ: Sports\n",
      "1850] pred: World / answ: World\n",
      "1851] pred: Business / answ: Sci/Tech\n",
      "1852] pred: World / answ: World\n",
      "1853] pred: Business / answ: Business\n",
      "1854] pred: Business / answ: Sci/Tech\n",
      "1855] pred: Business / answ: Sci/Tech\n",
      "1856] pred: World / answ: World\n",
      "1857] pred: World / answ: World\n",
      "1858] pred: Sports / answ: Sports\n",
      "1859] pred: Business / answ: Business\n",
      "1860] pred: World / answ: World\n",
      "1861] pred: World / answ: Business\n",
      "1862] pred: Business / answ: Business\n",
      "1863] pred: Business / answ: Sci/Tech\n",
      "1864] pred: World / answ: Sci/Tech\n",
      "1865] pred: Business / answ: Business\n",
      "1866] pred: World / answ: World\n",
      "1867] pred: World / answ: World\n",
      "1868] pred: World / answ: Sci/Tech\n",
      "1869] pred: Business / answ: World\n",
      "1870] pred: Business / answ: Business\n",
      "1871] pred: World / answ: Sports\n",
      "1872] pred: World / answ: World\n",
      "1873] pred: Business / answ: Sci/Tech\n",
      "1874] pred: Business / answ: Sci/Tech\n",
      "1875] pred: Business / answ: Business\n",
      "1876] pred: Sports / answ: Sports\n",
      "1877] pred: World / answ: World\n",
      "1878] pred: Sci/Tech / answ: Sci/Tech\n",
      "1879] pred: Sports / answ: Sports\n",
      "1880] pred: World / answ: World\n",
      "1881] pred: World / answ: Sci/Tech\n",
      "1882] pred: World / answ: Sports\n",
      "1883] pred: Business / answ: Sci/Tech\n",
      "1884] pred: Business / answ: Sci/Tech\n",
      "1885] pred: Business / answ: Sci/Tech\n",
      "1886] pred: World / answ: World\n",
      "1887] pred: World / answ: World\n",
      "1888] pred: Business / answ: Sci/Tech\n",
      "1889] pred: Business / answ: Sci/Tech\n",
      "1890] pred: Business / answ: Sci/Tech\n",
      "1891] pred: World / answ: World\n",
      "1892] pred: World / answ: Business\n",
      "1893] pred: Sci/Tech / answ: Sci/Tech\n",
      "1894] pred: World / answ: World\n",
      "1895] pred: Business / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1896] pred: World / answ: Business\n",
      "1897] pred: Business / answ: Business\n",
      "1898] pred: Business / answ: Sci/Tech\n",
      "1899] pred: Business / answ: Sci/Tech\n",
      "1900] pred: Business / answ: Business\n",
      "1901] pred: Business / answ: Sci/Tech\n",
      "1902] pred: Sports / answ: Sports\n",
      "1903] pred: World / answ: World\n",
      "1904] pred: World / answ: World\n",
      "1905] pred: Sci/Tech / answ: Sci/Tech\n",
      "1906] pred: Sports / answ: Sports\n",
      "1907] pred: Business / answ: Business\n",
      "1908] pred: Sports / answ: Sports\n",
      "1909] pred: World / answ: World\n",
      "1910] pred: Sports / answ: Sports\n",
      "1911] pred: World / answ: Sci/Tech\n",
      "1912] pred: World / answ: World\n",
      "1913] pred: Business / answ: Business\n",
      "1914] pred: Sci/Tech / answ: Sci/Tech\n",
      "1915] pred: Sports / answ: Sports\n",
      "1916] pred: Business / answ: Sci/Tech\n",
      "1917] pred: Sports / answ: Sports\n",
      "1918] pred: Business / answ: Sci/Tech\n",
      "1919] pred: World / answ: Sci/Tech\n",
      "1920] pred: World / answ: Business\n",
      "1921] pred: Business / answ: Business\n",
      "1922] pred: Sci/Tech / answ: Sci/Tech\n",
      "1923] pred: World / answ: Sci/Tech\n",
      "1924] pred: World / answ: Business\n",
      "1925] pred: World / answ: World\n",
      "1926] pred: Business / answ: Business\n",
      "1927] pred: Business / answ: Business\n",
      "1928] pred: Sci/Tech / answ: Business\n",
      "1929] pred: World / answ: Business\n",
      "1930] pred: Sports / answ: Sports\n",
      "1931] pred: Sports / answ: Sports\n",
      "1932] pred: World / answ: Sports\n",
      "1933] pred: World / answ: World\n",
      "1934] pred: World / answ: World\n",
      "1935] pred: Business / answ: Sci/Tech\n",
      "1936] pred: World / answ: World\n",
      "1937] pred: Sci/Tech / answ: Sci/Tech\n",
      "1938] pred: World / answ: Sci/Tech\n",
      "1939] pred: World / answ: World\n",
      "1940] pred: Sci/Tech / answ: Sci/Tech\n",
      "1941] pred: Sci/Tech / answ: Sci/Tech\n",
      "1942] pred: Sports / answ: Sports\n",
      "1943] pred: World / answ: World\n",
      "1944] pred: Sports / answ: Sports\n",
      "1945] pred: Sports / answ: Sports\n",
      "1946] pred: Business / answ: World\n",
      "1947] pred: Sports / answ: Sports\n",
      "1948] pred: Sports / answ: Sports\n",
      "1949] pred: Business / answ: Business\n",
      "1950] pred: Sports / answ: Sports\n",
      "1951] pred: World / answ: World\n",
      "1952] pred: World / answ: Sports\n",
      "1953] pred: Business / answ: Sci/Tech\n",
      "1954] pred: Business / answ: Sci/Tech\n",
      "1955] pred: Business / answ: Sci/Tech\n",
      "1956] pred: Sports / answ: Sci/Tech\n",
      "1957] pred: Sports / answ: Sports\n",
      "1958] pred: Business / answ: Business\n",
      "1959] pred: Business / answ: Business\n",
      "1960] pred: Sports / answ: Sports\n",
      "1961] pred: Sci/Tech / answ: Business\n",
      "1962] pred: Business / answ: Business\n",
      "1963] pred: Sports / answ: Sports\n",
      "1964] pred: World / answ: Sci/Tech\n",
      "1965] pred: World / answ: World\n",
      "1966] pred: World / answ: World\n",
      "1967] pred: Business / answ: Sci/Tech\n",
      "1968] pred: Sci/Tech / answ: Sci/Tech\n",
      "1969] pred: Sports / answ: Sports\n",
      "1970] pred: World / answ: Sports\n",
      "1971] pred: World / answ: World\n",
      "1972] pred: Business / answ: Business\n",
      "1973] pred: Sci/Tech / answ: Sci/Tech\n",
      "1974] pred: World / answ: Business\n",
      "1975] pred: World / answ: World\n",
      "1976] pred: Sports / answ: World\n",
      "1977] pred: World / answ: World\n",
      "1978] pred: Sci/Tech / answ: Sci/Tech\n",
      "1979] pred: World / answ: World\n",
      "1980] pred: World / answ: World\n",
      "1981] pred: World / answ: World\n",
      "1982] pred: Sports / answ: Sports\n",
      "1983] pred: Business / answ: Sci/Tech\n",
      "1984] pred: Business / answ: Sci/Tech\n",
      "1985] pred: Sports / answ: Sports\n",
      "1986] pred: Sci/Tech / answ: Sci/Tech\n",
      "1987] pred: World / answ: World\n",
      "1988] pred: World / answ: Sci/Tech\n",
      "1989] pred: Business / answ: Business\n",
      "1990] pred: Business / answ: Sci/Tech\n",
      "1991] pred: Business / answ: Business\n",
      "1992] pred: Sports / answ: Sports\n",
      "1993] pred: Business / answ: Business\n",
      "1994] pred: World / answ: World\n",
      "1995] pred: Business / answ: Business\n",
      "1996] pred: Sci/Tech / answ: Sci/Tech\n",
      "1997] pred: Business / answ: Business\n",
      "1998] pred: World / answ: World\n",
      "1999] pred: Sports / answ: Sports\n",
      "2000] pred: Sports / answ: Sports\n",
      "2001] pred: World / answ: Sports\n",
      "2002] pred: World / answ: Sports\n",
      "2003] pred: Sports / answ: Sports\n",
      "2004] pred: World / answ: World\n",
      "2005] pred: Business / answ: Business\n",
      "2006] pred: Business / answ: Sci/Tech\n",
      "2007] pred: Business / answ: Sci/Tech\n",
      "2008] pred: Sports / answ: Sports\n",
      "2009] pred: Sci/Tech / answ: Sci/Tech\n",
      "2010] pred: Business / answ: Business\n",
      "2011] pred: World / answ: World\n",
      "2012] pred: World / answ: World\n",
      "2013] pred: World / answ: World\n",
      "2014] pred: World / answ: World\n",
      "2015] pred: World / answ: World\n",
      "2016] pred: World / answ: World\n",
      "2017] pred: World / answ: Business\n",
      "2018] pred: Sports / answ: Sports\n",
      "2019] pred: World / answ: Sports\n",
      "2020] pred: World / answ: World\n",
      "2021] pred: World / answ: World\n",
      "2022] pred: World / answ: World\n",
      "2023] pred: Sports / answ: Sports\n",
      "2024] pred: World / answ: World\n",
      "2025] pred: Sci/Tech / answ: Sci/Tech\n",
      "2026] pred: Sports / answ: Sports\n",
      "2027] pred: World / answ: World\n",
      "2028] pred: Sports / answ: World\n",
      "2029] pred: World / answ: World\n",
      "2030] pred: World / answ: World\n",
      "2031] pred: Sports / answ: Sports\n",
      "2032] pred: Sports / answ: Sports\n",
      "2033] pred: Business / answ: Business\n",
      "2034] pred: Business / answ: Sci/Tech\n",
      "2035] pred: Sci/Tech / answ: Business\n",
      "2036] pred: Sports / answ: Sports\n",
      "2037] pred: World / answ: World\n",
      "2038] pred: Business / answ: Business\n",
      "2039] pred: Sports / answ: Sports\n",
      "2040] pred: Sports / answ: Sports\n",
      "2041] pred: Sci/Tech / answ: Sci/Tech\n",
      "2042] pred: World / answ: World\n",
      "2043] pred: World / answ: World\n",
      "2044] pred: Sports / answ: Sports\n",
      "2045] pred: Sports / answ: Sports\n",
      "2046] pred: Sci/Tech / answ: Business\n",
      "2047] pred: Business / answ: World\n",
      "2048] pred: Sports / answ: Sports\n",
      "2049] pred: Business / answ: Business\n",
      "2050] pred: Sports / answ: Sports\n",
      "2051] pred: Sports / answ: Sports\n",
      "2052] pred: Sports / answ: Sports\n",
      "2053] pred: World / answ: World\n",
      "2054] pred: World / answ: World\n",
      "2055] pred: World / answ: World\n",
      "2056] pred: World / answ: World\n",
      "2057] pred: World / answ: World\n",
      "2058] pred: Sports / answ: Sports\n",
      "2059] pred: World / answ: World\n",
      "2060] pred: World / answ: World\n",
      "2061] pred: Business / answ: Sci/Tech\n",
      "2062] pred: Business / answ: Business\n",
      "2063] pred: World / answ: World\n",
      "2064] pred: Sports / answ: Sports\n",
      "2065] pred: World / answ: World\n",
      "2066] pred: Sports / answ: Sports\n",
      "2067] pred: Business / answ: Business\n",
      "2068] pred: Business / answ: Business\n",
      "2069] pred: Sports / answ: Sports\n",
      "2070] pred: Sci/Tech / answ: Sci/Tech\n",
      "2071] pred: World / answ: World\n",
      "2072] pred: Sports / answ: Sports\n",
      "2073] pred: World / answ: World\n",
      "2074] pred: World / answ: World\n",
      "2075] pred: Sports / answ: Sports\n",
      "2076] pred: World / answ: World\n",
      "2077] pred: Sports / answ: Sports\n",
      "2078] pred: Sports / answ: Sports\n",
      "2079] pred: Sports / answ: Sports\n",
      "2080] pred: Business / answ: Business\n",
      "2081] pred: Sci/Tech / answ: Sci/Tech\n",
      "2082] pred: World / answ: Sci/Tech\n",
      "2083] pred: World / answ: World\n",
      "2084] pred: Business / answ: Business\n",
      "2085] pred: Sci/Tech / answ: Sci/Tech\n",
      "2086] pred: Business / answ: Business\n",
      "2087] pred: World / answ: World\n",
      "2088] pred: World / answ: World\n",
      "2089] pred: World / answ: Sci/Tech\n",
      "2090] pred: Sports / answ: Sports\n",
      "2091] pred: Business / answ: Business\n",
      "2092] pred: World / answ: World\n",
      "2093] pred: Sci/Tech / answ: Sci/Tech\n",
      "2094] pred: World / answ: Sci/Tech\n",
      "2095] pred: Business / answ: Sci/Tech\n",
      "2096] pred: Sports / answ: Sports\n",
      "2097] pred: Sports / answ: Sports\n",
      "2098] pred: Business / answ: Business\n",
      "2099] pred: Sports / answ: Sports\n",
      "2100] pred: World / answ: Sci/Tech\n",
      "2101] pred: World / answ: Sci/Tech\n",
      "2102] pred: Sci/Tech / answ: Sci/Tech\n",
      "2103] pred: Business / answ: Sci/Tech\n",
      "2104] pred: Business / answ: Sci/Tech\n",
      "2105] pred: Business / answ: World\n",
      "2106] pred: Business / answ: Sci/Tech\n",
      "2107] pred: Business / answ: Sci/Tech\n",
      "2108] pred: World / answ: World\n",
      "2109] pred: Sports / answ: Sports\n",
      "2110] pred: Sports / answ: Sports\n",
      "2111] pred: World / answ: Business\n",
      "2112] pred: Business / answ: Sci/Tech\n",
      "2113] pred: Business / answ: Sci/Tech\n",
      "2114] pred: Sports / answ: Sports\n",
      "2115] pred: Business / answ: Sci/Tech\n",
      "2116] pred: Business / answ: Business\n",
      "2117] pred: World / answ: Business\n",
      "2118] pred: World / answ: World\n",
      "2119] pred: Sports / answ: Sports\n",
      "2120] pred: Sci/Tech / answ: Business\n",
      "2121] pred: Business / answ: Business\n",
      "2122] pred: Business / answ: Sci/Tech\n",
      "2123] pred: World / answ: Business\n",
      "2124] pred: Business / answ: Business\n",
      "2125] pred: World / answ: World\n",
      "2126] pred: World / answ: Sci/Tech\n",
      "2127] pred: Business / answ: Business\n",
      "2128] pred: Sci/Tech / answ: Sci/Tech\n",
      "2129] pred: World / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2130] pred: Sci/Tech / answ: Sci/Tech\n",
      "2131] pred: World / answ: Sci/Tech\n",
      "2132] pred: Sports / answ: Sports\n",
      "2133] pred: World / answ: Sci/Tech\n",
      "2134] pred: World / answ: World\n",
      "2135] pred: Sci/Tech / answ: World\n",
      "2136] pred: Sports / answ: Sports\n",
      "2137] pred: World / answ: World\n",
      "2138] pred: World / answ: Sci/Tech\n",
      "2139] pred: Sci/Tech / answ: Sci/Tech\n",
      "2140] pred: World / answ: World\n",
      "2141] pred: Sci/Tech / answ: Sci/Tech\n",
      "2142] pred: Business / answ: Sci/Tech\n",
      "2143] pred: Business / answ: Sci/Tech\n",
      "2144] pred: Sports / answ: Sports\n",
      "2145] pred: Business / answ: Sci/Tech\n",
      "2146] pred: Sports / answ: Sports\n",
      "2147] pred: Sports / answ: Sports\n",
      "2148] pred: Business / answ: Business\n",
      "2149] pred: Sci/Tech / answ: Sci/Tech\n",
      "2150] pred: Business / answ: World\n",
      "2151] pred: Sci/Tech / answ: Sci/Tech\n",
      "2152] pred: Business / answ: Business\n",
      "2153] pred: Sports / answ: Sports\n",
      "2154] pred: World / answ: World\n",
      "2155] pred: Sports / answ: Sports\n",
      "2156] pred: Business / answ: Business\n",
      "2157] pred: Business / answ: Business\n",
      "2158] pred: World / answ: World\n",
      "2159] pred: World / answ: World\n",
      "2160] pred: Sports / answ: Sports\n",
      "2161] pred: World / answ: World\n",
      "2162] pred: World / answ: Sci/Tech\n",
      "2163] pred: Business / answ: Business\n",
      "2164] pred: World / answ: World\n",
      "2165] pred: Business / answ: Sci/Tech\n",
      "2166] pred: Business / answ: Sci/Tech\n",
      "2167] pred: Business / answ: World\n",
      "2168] pred: Business / answ: Business\n",
      "2169] pred: Business / answ: Business\n",
      "2170] pred: Business / answ: Sci/Tech\n",
      "2171] pred: Sports / answ: Sports\n",
      "2172] pred: World / answ: World\n",
      "2173] pred: Business / answ: World\n",
      "2174] pred: World / answ: World\n",
      "2175] pred: World / answ: Business\n",
      "2176] pred: Business / answ: Sci/Tech\n",
      "2177] pred: Business / answ: Sci/Tech\n",
      "2178] pred: World / answ: Sci/Tech\n",
      "2179] pred: Business / answ: Sci/Tech\n",
      "2180] pred: Business / answ: Sci/Tech\n",
      "2181] pred: World / answ: Sci/Tech\n",
      "2182] pred: Business / answ: Business\n",
      "2183] pred: World / answ: World\n",
      "2184] pred: World / answ: World\n",
      "2185] pred: World / answ: Sci/Tech\n",
      "2186] pred: Business / answ: Business\n",
      "2187] pred: World / answ: World\n",
      "2188] pred: Business / answ: Business\n",
      "2189] pred: Business / answ: Business\n",
      "2190] pred: Business / answ: Business\n",
      "2191] pred: World / answ: Sci/Tech\n",
      "2192] pred: Sports / answ: Sports\n",
      "2193] pred: Business / answ: Sci/Tech\n",
      "2194] pred: Business / answ: Sci/Tech\n",
      "2195] pred: World / answ: World\n",
      "2196] pred: Sci/Tech / answ: Sci/Tech\n",
      "2197] pred: Business / answ: Sci/Tech\n",
      "2198] pred: World / answ: Business\n",
      "2199] pred: Sci/Tech / answ: Sci/Tech\n",
      "2200] pred: Sci/Tech / answ: Sci/Tech\n",
      "2201] pred: Sports / answ: Sports\n",
      "2202] pred: Business / answ: Sci/Tech\n",
      "2203] pred: World / answ: World\n",
      "2204] pred: Business / answ: Business\n",
      "2205] pred: Business / answ: World\n",
      "2206] pred: World / answ: Business\n",
      "2207] pred: Business / answ: Business\n",
      "2208] pred: Sci/Tech / answ: Sci/Tech\n",
      "2209] pred: Business / answ: Sci/Tech\n",
      "2210] pred: Business / answ: Sci/Tech\n",
      "2211] pred: Business / answ: Sci/Tech\n",
      "2212] pred: Business / answ: Business\n",
      "2213] pred: Business / answ: Business\n",
      "2214] pred: Business / answ: Business\n",
      "2215] pred: World / answ: World\n",
      "2216] pred: Sports / answ: Sports\n",
      "2217] pred: Sci/Tech / answ: Sci/Tech\n",
      "2218] pred: Business / answ: World\n",
      "2219] pred: Sci/Tech / answ: World\n",
      "2220] pred: Sports / answ: Sports\n",
      "2221] pred: Sports / answ: Sports\n",
      "2222] pred: Business / answ: Sci/Tech\n",
      "2223] pred: Business / answ: Sci/Tech\n",
      "2224] pred: World / answ: World\n",
      "2225] pred: Business / answ: Sci/Tech\n",
      "2226] pred: World / answ: World\n",
      "2227] pred: Business / answ: Business\n",
      "2228] pred: Business / answ: World\n",
      "2229] pred: Sports / answ: Sports\n",
      "2230] pred: Sports / answ: Sports\n",
      "2231] pred: World / answ: World\n",
      "2232] pred: Business / answ: Business\n",
      "2233] pred: Business / answ: Business\n",
      "2234] pred: Sci/Tech / answ: Business\n",
      "2235] pred: Sports / answ: Sports\n",
      "2236] pred: World / answ: World\n",
      "2237] pred: World / answ: World\n",
      "2238] pred: Business / answ: Business\n",
      "2239] pred: Sports / answ: Sports\n",
      "2240] pred: Sports / answ: Sports\n",
      "2241] pred: World / answ: World\n",
      "2242] pred: World / answ: World\n",
      "2243] pred: Sports / answ: Sports\n",
      "2244] pred: Sports / answ: Sports\n",
      "2245] pred: Sci/Tech / answ: Sci/Tech\n",
      "2246] pred: World / answ: World\n",
      "2247] pred: Business / answ: World\n",
      "2248] pred: World / answ: Sci/Tech\n",
      "2249] pred: World / answ: World\n",
      "2250] pred: Sports / answ: Sports\n",
      "2251] pred: Business / answ: Sci/Tech\n",
      "2252] pred: Sci/Tech / answ: Sci/Tech\n",
      "2253] pred: Business / answ: Business\n",
      "2254] pred: World / answ: World\n",
      "2255] pred: World / answ: Sci/Tech\n",
      "2256] pred: Business / answ: Sci/Tech\n",
      "2257] pred: Business / answ: Business\n",
      "2258] pred: Business / answ: Business\n",
      "2259] pred: Business / answ: Business\n",
      "2260] pred: Business / answ: Business\n",
      "2261] pred: Sports / answ: Sports\n",
      "2262] pred: Sci/Tech / answ: Sci/Tech\n",
      "2263] pred: Business / answ: Business\n",
      "2264] pred: Sports / answ: Sports\n",
      "2265] pred: Sports / answ: Sports\n",
      "2266] pred: Sci/Tech / answ: Sci/Tech\n",
      "2267] pred: Sports / answ: Sports\n",
      "2268] pred: Sports / answ: Sports\n",
      "2269] pred: Business / answ: Sci/Tech\n",
      "2270] pred: Business / answ: Sci/Tech\n",
      "2271] pred: World / answ: World\n",
      "2272] pred: Business / answ: Sci/Tech\n",
      "2273] pred: World / answ: World\n",
      "2274] pred: Business / answ: Sci/Tech\n",
      "2275] pred: Business / answ: Business\n",
      "2276] pred: World / answ: World\n",
      "2277] pred: Sports / answ: Sports\n",
      "2278] pred: Business / answ: Business\n",
      "2279] pred: Business / answ: Business\n",
      "2280] pred: World / answ: World\n",
      "2281] pred: World / answ: Business\n",
      "2282] pred: Business / answ: Sci/Tech\n",
      "2283] pred: Business / answ: Sci/Tech\n",
      "2284] pred: World / answ: World\n",
      "2285] pred: Business / answ: Sci/Tech\n",
      "2286] pred: Business / answ: Sci/Tech\n",
      "2287] pred: Business / answ: Sci/Tech\n",
      "2288] pred: Sci/Tech / answ: World\n",
      "2289] pred: Business / answ: Sci/Tech\n",
      "2290] pred: World / answ: World\n",
      "2291] pred: Sci/Tech / answ: Sci/Tech\n",
      "2292] pred: Business / answ: Sci/Tech\n",
      "2293] pred: Sci/Tech / answ: Sci/Tech\n",
      "2294] pred: Sci/Tech / answ: Sci/Tech\n",
      "2295] pred: Sports / answ: Sports\n",
      "2296] pred: Business / answ: Business\n",
      "2297] pred: Sports / answ: Sports\n",
      "2298] pred: Business / answ: Business\n",
      "2299] pred: Business / answ: Business\n",
      "2300] pred: World / answ: World\n",
      "2301] pred: Sports / answ: Sports\n",
      "2302] pred: World / answ: Sports\n",
      "2303] pred: World / answ: World\n",
      "2304] pred: Sports / answ: Sports\n",
      "2305] pred: Sports / answ: Sports\n",
      "2306] pred: World / answ: World\n",
      "2307] pred: Business / answ: Business\n",
      "2308] pred: Business / answ: Business\n",
      "2309] pred: World / answ: World\n",
      "2310] pred: World / answ: Business\n",
      "2311] pred: Business / answ: Business\n",
      "2312] pred: Business / answ: Business\n",
      "2313] pred: Business / answ: Business\n",
      "2314] pred: Business / answ: Business\n",
      "2315] pred: Sports / answ: Sports\n",
      "2316] pred: Business / answ: Sci/Tech\n",
      "2317] pred: World / answ: Business\n",
      "2318] pred: Business / answ: Business\n",
      "2319] pred: Business / answ: Business\n",
      "2320] pred: Sports / answ: Sports\n",
      "2321] pred: Business / answ: Business\n",
      "2322] pred: World / answ: Business\n",
      "2323] pred: Business / answ: Sci/Tech\n",
      "2324] pred: World / answ: World\n",
      "2325] pred: World / answ: World\n",
      "2326] pred: Sports / answ: Sports\n",
      "2327] pred: Sports / answ: Sports\n",
      "2328] pred: Sports / answ: Sports\n",
      "2329] pred: Sports / answ: Sports\n",
      "2330] pred: Sports / answ: Sports\n",
      "2331] pred: Business / answ: Business\n",
      "2332] pred: Business / answ: Business\n",
      "2333] pred: World / answ: Business\n",
      "2334] pred: Sports / answ: Sports\n",
      "2335] pred: World / answ: Sci/Tech\n",
      "2336] pred: World / answ: Sci/Tech\n",
      "2337] pred: Sports / answ: Sports\n",
      "2338] pred: Business / answ: Business\n",
      "2339] pred: World / answ: World\n",
      "2340] pred: World / answ: World\n",
      "2341] pred: Sports / answ: Sports\n",
      "2342] pred: Business / answ: Business\n",
      "2343] pred: Business / answ: Business\n",
      "2344] pred: Business / answ: Business\n",
      "2345] pred: Sci/Tech / answ: Sci/Tech\n",
      "2346] pred: Sports / answ: Sports\n",
      "2347] pred: World / answ: World\n",
      "2348] pred: Sci/Tech / answ: Sci/Tech\n",
      "2349] pred: World / answ: World\n",
      "2350] pred: Business / answ: Sci/Tech\n",
      "2351] pred: Business / answ: Business\n",
      "2352] pred: Business / answ: Business\n",
      "2353] pred: Sports / answ: Sci/Tech\n",
      "2354] pred: Business / answ: Business\n",
      "2355] pred: Sci/Tech / answ: Sci/Tech\n",
      "2356] pred: Business / answ: Business\n",
      "2357] pred: Sports / answ: Sports\n",
      "2358] pred: World / answ: Sci/Tech\n",
      "2359] pred: World / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2360] pred: World / answ: World\n",
      "2361] pred: Sports / answ: World\n",
      "2362] pred: Sports / answ: Sports\n",
      "2363] pred: Business / answ: Business\n",
      "2364] pred: Business / answ: Sci/Tech\n",
      "2365] pred: World / answ: World\n",
      "2366] pred: World / answ: World\n",
      "2367] pred: Business / answ: Business\n",
      "2368] pred: World / answ: World\n",
      "2369] pred: World / answ: World\n",
      "2370] pred: World / answ: World\n",
      "2371] pred: Sports / answ: Sports\n",
      "2372] pred: World / answ: World\n",
      "2373] pred: World / answ: Business\n",
      "2374] pred: World / answ: Sci/Tech\n",
      "2375] pred: Sports / answ: Sports\n",
      "2376] pred: Business / answ: Business\n",
      "2377] pred: Business / answ: Business\n",
      "2378] pred: World / answ: World\n",
      "2379] pred: World / answ: Sci/Tech\n",
      "2380] pred: Sci/Tech / answ: Sci/Tech\n",
      "2381] pred: Sci/Tech / answ: Sci/Tech\n",
      "2382] pred: World / answ: Sci/Tech\n",
      "2383] pred: Sports / answ: Sports\n",
      "2384] pred: Business / answ: Sci/Tech\n",
      "2385] pred: Business / answ: Business\n",
      "2386] pred: Business / answ: World\n",
      "2387] pred: Sci/Tech / answ: Sci/Tech\n",
      "2388] pred: World / answ: Sports\n",
      "2389] pred: Sports / answ: Sports\n",
      "2390] pred: Sports / answ: Sports\n",
      "2391] pred: Business / answ: Business\n",
      "2392] pred: World / answ: World\n",
      "2393] pred: Sports / answ: Sports\n",
      "2394] pred: Business / answ: Business\n",
      "2395] pred: Business / answ: Business\n",
      "2396] pred: Business / answ: Business\n",
      "2397] pred: World / answ: Sci/Tech\n",
      "2398] pred: World / answ: World\n",
      "2399] pred: World / answ: World\n",
      "2400] pred: Sci/Tech / answ: World\n",
      "2401] pred: Business / answ: Business\n",
      "2402] pred: World / answ: Sports\n",
      "2403] pred: Sports / answ: Sports\n",
      "2404] pred: Sports / answ: Sports\n",
      "2405] pred: Business / answ: Business\n",
      "2406] pred: World / answ: World\n",
      "2407] pred: Business / answ: Business\n",
      "2408] pred: Business / answ: Sci/Tech\n",
      "2409] pred: Sports / answ: Sports\n",
      "2410] pred: World / answ: World\n",
      "2411] pred: Sports / answ: Sports\n",
      "2412] pred: World / answ: Sci/Tech\n",
      "2413] pred: World / answ: Business\n",
      "2414] pred: Sci/Tech / answ: Sci/Tech\n",
      "2415] pred: Business / answ: Sci/Tech\n",
      "2416] pred: Sports / answ: Sports\n",
      "2417] pred: Sci/Tech / answ: Sci/Tech\n",
      "2418] pred: World / answ: World\n",
      "2419] pred: Sci/Tech / answ: Sci/Tech\n",
      "2420] pred: Business / answ: Business\n",
      "2421] pred: Business / answ: Business\n",
      "2422] pred: World / answ: Sci/Tech\n",
      "2423] pred: World / answ: Sci/Tech\n",
      "2424] pred: Business / answ: Business\n",
      "2425] pred: Business / answ: Business\n",
      "2426] pred: World / answ: World\n",
      "2427] pred: World / answ: Business\n",
      "2428] pred: Sci/Tech / answ: Sci/Tech\n",
      "2429] pred: World / answ: World\n",
      "2430] pred: Business / answ: Business\n",
      "2431] pred: Business / answ: Business\n",
      "2432] pred: Sci/Tech / answ: Sci/Tech\n",
      "2433] pred: Sports / answ: Sports\n",
      "2434] pred: Sci/Tech / answ: Sci/Tech\n",
      "2435] pred: Business / answ: Sci/Tech\n",
      "2436] pred: Sci/Tech / answ: Sci/Tech\n",
      "2437] pred: Business / answ: Sci/Tech\n",
      "2438] pred: World / answ: Sci/Tech\n",
      "2439] pred: Business / answ: Business\n",
      "2440] pred: Business / answ: Business\n",
      "2441] pred: Sci/Tech / answ: Sci/Tech\n",
      "2442] pred: Sports / answ: Sports\n",
      "2443] pred: World / answ: World\n",
      "2444] pred: Business / answ: Business\n",
      "2445] pred: Business / answ: Business\n",
      "2446] pred: World / answ: Sci/Tech\n",
      "2447] pred: World / answ: Sci/Tech\n",
      "2448] pred: Business / answ: Business\n",
      "2449] pred: World / answ: World\n",
      "2450] pred: Business / answ: Business\n",
      "2451] pred: Business / answ: Business\n",
      "2452] pred: Sci/Tech / answ: Sci/Tech\n",
      "2453] pred: Sports / answ: Sports\n",
      "2454] pred: Sports / answ: Sports\n",
      "2455] pred: Sports / answ: Sports\n",
      "2456] pred: Sports / answ: Sports\n",
      "2457] pred: Sci/Tech / answ: Sci/Tech\n",
      "2458] pred: Business / answ: Business\n",
      "2459] pred: Sports / answ: Sports\n",
      "2460] pred: Sci/Tech / answ: World\n",
      "2461] pred: World / answ: World\n",
      "2462] pred: Business / answ: Business\n",
      "2463] pred: World / answ: World\n",
      "2464] pred: Sports / answ: Sports\n",
      "2465] pred: Sports / answ: Sports\n",
      "2466] pred: Business / answ: Business\n",
      "2467] pred: Sports / answ: Sports\n",
      "2468] pred: Sports / answ: World\n",
      "2469] pred: World / answ: Business\n",
      "2470] pred: Business / answ: Business\n",
      "2471] pred: Sports / answ: Sports\n",
      "2472] pred: Sports / answ: Sports\n",
      "2473] pred: Sports / answ: Sports\n",
      "2474] pred: Business / answ: Business\n",
      "2475] pred: Sports / answ: Sports\n",
      "2476] pred: World / answ: World\n",
      "2477] pred: Sports / answ: Sports\n",
      "2478] pred: Sports / answ: Sports\n",
      "2479] pred: World / answ: Business\n",
      "2480] pred: World / answ: Sports\n",
      "2481] pred: Business / answ: Business\n",
      "2482] pred: World / answ: World\n",
      "2483] pred: World / answ: Sci/Tech\n",
      "2484] pred: Sports / answ: Sports\n",
      "2485] pred: Sports / answ: Sports\n",
      "2486] pred: World / answ: World\n",
      "2487] pred: World / answ: World\n",
      "2488] pred: Business / answ: Business\n",
      "2489] pred: World / answ: Business\n",
      "2490] pred: Business / answ: Sports\n",
      "2491] pred: Sci/Tech / answ: World\n",
      "2492] pred: Sports / answ: Sports\n",
      "2493] pred: Sports / answ: Sports\n",
      "2494] pred: Sports / answ: Sports\n",
      "2495] pred: Sports / answ: Sports\n",
      "2496] pred: Sports / answ: Sports\n",
      "2497] pred: World / answ: Business\n",
      "2498] pred: World / answ: World\n",
      "2499] pred: Sports / answ: Sports\n",
      "2500] pred: Business / answ: Business\n",
      "2501] pred: Business / answ: Business\n",
      "2502] pred: Sports / answ: Sports\n",
      "2503] pred: World / answ: Sports\n",
      "2504] pred: World / answ: World\n",
      "2505] pred: Sports / answ: Sports\n",
      "2506] pred: World / answ: World\n",
      "2507] pred: World / answ: World\n",
      "2508] pred: Business / answ: Sci/Tech\n",
      "2509] pred: Sports / answ: Sports\n",
      "2510] pred: Sports / answ: Sports\n",
      "2511] pred: Sports / answ: Sports\n",
      "2512] pred: World / answ: World\n",
      "2513] pred: World / answ: World\n",
      "2514] pred: World / answ: World\n",
      "2515] pred: Sports / answ: Sports\n",
      "2516] pred: Sports / answ: Sports\n",
      "2517] pred: Sports / answ: Sports\n",
      "2518] pred: Sports / answ: Sports\n",
      "2519] pred: Sci/Tech / answ: World\n",
      "2520] pred: Sci/Tech / answ: Sci/Tech\n",
      "2521] pred: World / answ: Sci/Tech\n",
      "2522] pred: World / answ: Sci/Tech\n",
      "2523] pred: Sports / answ: Sports\n",
      "2524] pred: World / answ: World\n",
      "2525] pred: World / answ: World\n",
      "2526] pred: Sports / answ: Sports\n",
      "2527] pred: World / answ: World\n",
      "2528] pred: World / answ: World\n",
      "2529] pred: Sports / answ: Sports\n",
      "2530] pred: Sports / answ: Sports\n",
      "2531] pred: World / answ: World\n",
      "2532] pred: Sports / answ: Sports\n",
      "2533] pred: World / answ: Sci/Tech\n",
      "2534] pred: Sci/Tech / answ: Sci/Tech\n",
      "2535] pred: Business / answ: Business\n",
      "2536] pred: Sports / answ: Sports\n",
      "2537] pred: Sports / answ: Sports\n",
      "2538] pred: Sports / answ: Sports\n",
      "2539] pred: World / answ: World\n",
      "2540] pred: World / answ: World\n",
      "2541] pred: World / answ: Business\n",
      "2542] pred: Business / answ: Sci/Tech\n",
      "2543] pred: Business / answ: Business\n",
      "2544] pred: Sports / answ: Sports\n",
      "2545] pred: Business / answ: Business\n",
      "2546] pred: World / answ: Business\n",
      "2547] pred: World / answ: World\n",
      "2548] pred: World / answ: World\n",
      "2549] pred: World / answ: World\n",
      "2550] pred: Business / answ: Business\n",
      "2551] pred: Sports / answ: Sports\n",
      "2552] pred: Sports / answ: Sports\n",
      "2553] pred: Business / answ: World\n",
      "2554] pred: Business / answ: World\n",
      "2555] pred: Sci/Tech / answ: Sci/Tech\n",
      "2556] pred: World / answ: Sci/Tech\n",
      "2557] pred: Sports / answ: Sports\n",
      "2558] pred: World / answ: World\n",
      "2559] pred: World / answ: World\n",
      "2560] pred: Sports / answ: Sports\n",
      "2561] pred: World / answ: World\n",
      "2562] pred: Sports / answ: Sports\n",
      "2563] pred: World / answ: World\n",
      "2564] pred: World / answ: World\n",
      "2565] pred: Business / answ: Business\n",
      "2566] pred: World / answ: Business\n",
      "2567] pred: World / answ: World\n",
      "2568] pred: Sports / answ: Sports\n",
      "2569] pred: Sports / answ: Sports\n",
      "2570] pred: Sports / answ: Sports\n",
      "2571] pred: Sci/Tech / answ: Sci/Tech\n",
      "2572] pred: World / answ: World\n",
      "2573] pred: Business / answ: Business\n",
      "2574] pred: World / answ: Business\n",
      "2575] pred: Business / answ: Sci/Tech\n",
      "2576] pred: World / answ: Sci/Tech\n",
      "2577] pred: Business / answ: Sci/Tech\n",
      "2578] pred: World / answ: World\n",
      "2579] pred: Business / answ: Sports\n",
      "2580] pred: Business / answ: Business\n",
      "2581] pred: World / answ: Business\n",
      "2582] pred: Business / answ: Sci/Tech\n",
      "2583] pred: Business / answ: Sci/Tech\n",
      "2584] pred: Sports / answ: Sports\n",
      "2585] pred: Sci/Tech / answ: Sci/Tech\n",
      "2586] pred: Business / answ: Sci/Tech\n",
      "2587] pred: World / answ: World\n",
      "2588] pred: Business / answ: Business\n",
      "2589] pred: Business / answ: Sci/Tech\n",
      "2590] pred: Business / answ: Business\n",
      "2591] pred: Sports / answ: World\n",
      "2592] pred: Business / answ: Business\n",
      "2593] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2594] pred: Business / answ: Business\n",
      "2595] pred: World / answ: World\n",
      "2596] pred: Business / answ: Business\n",
      "2597] pred: Business / answ: Business\n",
      "2598] pred: Business / answ: Sci/Tech\n",
      "2599] pred: Business / answ: Business\n",
      "2600] pred: Business / answ: Business\n",
      "2601] pred: World / answ: Sci/Tech\n",
      "2602] pred: World / answ: World\n",
      "2603] pred: World / answ: World\n",
      "2604] pred: World / answ: World\n",
      "2605] pred: World / answ: Sci/Tech\n",
      "2606] pred: Sports / answ: Sports\n",
      "2607] pred: World / answ: World\n",
      "2608] pred: Business / answ: Sci/Tech\n",
      "2609] pred: Business / answ: Business\n",
      "2610] pred: Business / answ: Business\n",
      "2611] pred: Business / answ: Sci/Tech\n",
      "2612] pred: World / answ: Sci/Tech\n",
      "2613] pred: Business / answ: World\n",
      "2614] pred: Business / answ: Business\n",
      "2615] pred: Sports / answ: Sports\n",
      "2616] pred: World / answ: Sci/Tech\n",
      "2617] pred: World / answ: Business\n",
      "2618] pred: Business / answ: Sci/Tech\n",
      "2619] pred: Sci/Tech / answ: Sci/Tech\n",
      "2620] pred: World / answ: Business\n",
      "2621] pred: Business / answ: Sci/Tech\n",
      "2622] pred: Sports / answ: Sports\n",
      "2623] pred: Sports / answ: Sports\n",
      "2624] pred: World / answ: World\n",
      "2625] pred: Business / answ: Sci/Tech\n",
      "2626] pred: Business / answ: Sports\n",
      "2627] pred: Business / answ: Business\n",
      "2628] pred: Business / answ: Business\n",
      "2629] pred: Sports / answ: Sports\n",
      "2630] pred: Sports / answ: Sports\n",
      "2631] pred: Sports / answ: Sports\n",
      "2632] pred: World / answ: World\n",
      "2633] pred: Business / answ: Sci/Tech\n",
      "2634] pred: Sports / answ: Sports\n",
      "2635] pred: Business / answ: Sci/Tech\n",
      "2636] pred: World / answ: Business\n",
      "2637] pred: World / answ: World\n",
      "2638] pred: Business / answ: Business\n",
      "2639] pred: Sports / answ: Sports\n",
      "2640] pred: Sports / answ: Sports\n",
      "2641] pred: Sports / answ: Sports\n",
      "2642] pred: Sports / answ: Sports\n",
      "2643] pred: Business / answ: Business\n",
      "2644] pred: World / answ: Sports\n",
      "2645] pred: Sports / answ: Sports\n",
      "2646] pred: World / answ: World\n",
      "2647] pred: World / answ: World\n",
      "2648] pred: World / answ: Business\n",
      "2649] pred: Business / answ: Business\n",
      "2650] pred: Business / answ: Sci/Tech\n",
      "2651] pred: Sports / answ: Sports\n",
      "2652] pred: World / answ: Business\n",
      "2653] pred: World / answ: World\n",
      "2654] pred: Business / answ: Business\n",
      "2655] pred: Sci/Tech / answ: Sci/Tech\n",
      "2656] pred: Sports / answ: World\n",
      "2657] pred: World / answ: World\n",
      "2658] pred: Business / answ: Business\n",
      "2659] pred: Business / answ: Business\n",
      "2660] pred: Business / answ: Sci/Tech\n",
      "2661] pred: Sports / answ: Sports\n",
      "2662] pred: Business / answ: Business\n",
      "2663] pred: World / answ: World\n",
      "2664] pred: Business / answ: Business\n",
      "2665] pred: Sports / answ: Sports\n",
      "2666] pred: Business / answ: Business\n",
      "2667] pred: Business / answ: Business\n",
      "2668] pred: World / answ: World\n",
      "2669] pred: Business / answ: Sci/Tech\n",
      "2670] pred: Business / answ: World\n",
      "2671] pred: Business / answ: Business\n",
      "2672] pred: Business / answ: Business\n",
      "2673] pred: Business / answ: Sci/Tech\n",
      "2674] pred: Sci/Tech / answ: Sci/Tech\n",
      "2675] pred: Business / answ: Business\n",
      "2676] pred: World / answ: Sci/Tech\n",
      "2677] pred: Sci/Tech / answ: Sci/Tech\n",
      "2678] pred: Business / answ: Sci/Tech\n",
      "2679] pred: Business / answ: Business\n",
      "2680] pred: Business / answ: Business\n",
      "2681] pred: World / answ: Sci/Tech\n",
      "2682] pred: Sci/Tech / answ: Sci/Tech\n",
      "2683] pred: Business / answ: World\n",
      "2684] pred: Business / answ: Business\n",
      "2685] pred: World / answ: World\n",
      "2686] pred: Business / answ: World\n",
      "2687] pred: Business / answ: Business\n",
      "2688] pred: Business / answ: Business\n",
      "2689] pred: Sports / answ: Sports\n",
      "2690] pred: Sports / answ: Sports\n",
      "2691] pred: Sports / answ: Sports\n",
      "2692] pred: World / answ: Sci/Tech\n",
      "2693] pred: Business / answ: Sci/Tech\n",
      "2694] pred: Business / answ: Sci/Tech\n",
      "2695] pred: World / answ: World\n",
      "2696] pred: Business / answ: Business\n",
      "2697] pred: Business / answ: Business\n",
      "2698] pred: Business / answ: Sci/Tech\n",
      "2699] pred: Business / answ: Business\n",
      "2700] pred: World / answ: Business\n",
      "2701] pred: Business / answ: Business\n",
      "2702] pred: World / answ: World\n",
      "2703] pred: Business / answ: Business\n",
      "2704] pred: World / answ: World\n",
      "2705] pred: Sports / answ: Sports\n",
      "2706] pred: Business / answ: Business\n",
      "2707] pred: World / answ: Sci/Tech\n",
      "2708] pred: Business / answ: Sci/Tech\n",
      "2709] pred: World / answ: Sci/Tech\n",
      "2710] pred: Business / answ: Sci/Tech\n",
      "2711] pred: World / answ: World\n",
      "2712] pred: World / answ: Sci/Tech\n",
      "2713] pred: Sports / answ: Sports\n",
      "2714] pred: Business / answ: Business\n",
      "2715] pred: Sports / answ: Sports\n",
      "2716] pred: Sports / answ: Sports\n",
      "2717] pred: Sports / answ: Sports\n",
      "2718] pred: Business / answ: Business\n",
      "2719] pred: Sci/Tech / answ: Sci/Tech\n",
      "2720] pred: World / answ: World\n",
      "2721] pred: World / answ: World\n",
      "2722] pred: Sci/Tech / answ: Sci/Tech\n",
      "2723] pred: Sports / answ: Sports\n",
      "2724] pred: Business / answ: Business\n",
      "2725] pred: World / answ: World\n",
      "2726] pred: Business / answ: Business\n",
      "2727] pred: World / answ: Sci/Tech\n",
      "2728] pred: Sports / answ: Sports\n",
      "2729] pred: Business / answ: Business\n",
      "2730] pred: World / answ: World\n",
      "2731] pred: Business / answ: Business\n",
      "2732] pred: World / answ: Sci/Tech\n",
      "2733] pred: Sports / answ: Sports\n",
      "2734] pred: World / answ: World\n",
      "2735] pred: Business / answ: Business\n",
      "2736] pred: Sports / answ: Sports\n",
      "2737] pred: Sports / answ: Sports\n",
      "2738] pred: Sports / answ: World\n",
      "2739] pred: Sports / answ: Sports\n",
      "2740] pred: World / answ: World\n",
      "2741] pred: Business / answ: Business\n",
      "2742] pred: Sci/Tech / answ: Sci/Tech\n",
      "2743] pred: World / answ: World\n",
      "2744] pred: Sports / answ: Sports\n",
      "2745] pred: Business / answ: Business\n",
      "2746] pred: Business / answ: Business\n",
      "2747] pred: Sports / answ: Sports\n",
      "2748] pred: Sci/Tech / answ: Sci/Tech\n",
      "2749] pred: Business / answ: Business\n",
      "2750] pred: World / answ: Business\n",
      "2751] pred: Sports / answ: Sports\n",
      "2752] pred: Sci/Tech / answ: Business\n",
      "2753] pred: Sci/Tech / answ: Sci/Tech\n",
      "2754] pred: Sci/Tech / answ: Sci/Tech\n",
      "2755] pred: Business / answ: Business\n",
      "2756] pred: Business / answ: Sci/Tech\n",
      "2757] pred: World / answ: Business\n",
      "2758] pred: Sports / answ: World\n",
      "2759] pred: Business / answ: Business\n",
      "2760] pred: Business / answ: Sci/Tech\n",
      "2761] pred: World / answ: World\n",
      "2762] pred: Business / answ: Business\n",
      "2763] pred: Business / answ: Sci/Tech\n",
      "2764] pred: World / answ: Sci/Tech\n",
      "2765] pred: World / answ: Business\n",
      "2766] pred: World / answ: Sci/Tech\n",
      "2767] pred: Business / answ: Sci/Tech\n",
      "2768] pred: Business / answ: Business\n",
      "2769] pred: World / answ: World\n",
      "2770] pred: Sci/Tech / answ: Sci/Tech\n",
      "2771] pred: Business / answ: Business\n",
      "2772] pred: World / answ: Business\n",
      "2773] pred: Business / answ: Sci/Tech\n",
      "2774] pred: Sports / answ: Sports\n",
      "2775] pred: Business / answ: Business\n",
      "2776] pred: Sci/Tech / answ: Sci/Tech\n",
      "2777] pred: Sports / answ: Sports\n",
      "2778] pred: Business / answ: Sci/Tech\n",
      "2779] pred: Business / answ: Sci/Tech\n",
      "2780] pred: Business / answ: Sci/Tech\n",
      "2781] pred: Business / answ: World\n",
      "2782] pred: Sports / answ: Sports\n",
      "2783] pred: Business / answ: Business\n",
      "2784] pred: Sports / answ: Sports\n",
      "2785] pred: Business / answ: Sci/Tech\n",
      "2786] pred: Business / answ: Business\n",
      "2787] pred: Sci/Tech / answ: Sci/Tech\n",
      "2788] pred: World / answ: Sci/Tech\n",
      "2789] pred: Business / answ: Business\n",
      "2790] pred: Business / answ: Sci/Tech\n",
      "2791] pred: Business / answ: Business\n",
      "2792] pred: Business / answ: Sci/Tech\n",
      "2793] pred: Sports / answ: Sports\n",
      "2794] pred: World / answ: Sports\n",
      "2795] pred: Business / answ: Business\n",
      "2796] pred: Business / answ: Sci/Tech\n",
      "2797] pred: Sci/Tech / answ: Sci/Tech\n",
      "2798] pred: Sports / answ: Sports\n",
      "2799] pred: World / answ: Sci/Tech\n",
      "2800] pred: World / answ: Sci/Tech\n",
      "2801] pred: World / answ: Sci/Tech\n",
      "2802] pred: World / answ: World\n",
      "2803] pred: Sports / answ: Sports\n",
      "2804] pred: Business / answ: Sci/Tech\n",
      "2805] pred: Business / answ: Sci/Tech\n",
      "2806] pred: World / answ: Sci/Tech\n",
      "2807] pred: Sci/Tech / answ: Sci/Tech\n",
      "2808] pred: World / answ: World\n",
      "2809] pred: Sports / answ: Sports\n",
      "2810] pred: Business / answ: Sci/Tech\n",
      "2811] pred: Business / answ: Sci/Tech\n",
      "2812] pred: Business / answ: Sci/Tech\n",
      "2813] pred: Business / answ: Sci/Tech\n",
      "2814] pred: World / answ: World\n",
      "2815] pred: Business / answ: Business\n",
      "2816] pred: Business / answ: Business\n",
      "2817] pred: World / answ: World\n",
      "2818] pred: Sci/Tech / answ: Sci/Tech\n",
      "2819] pred: World / answ: World\n",
      "2820] pred: Sports / answ: Sports\n",
      "2821] pred: Business / answ: Sports\n",
      "2822] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2823] pred: Business / answ: Business\n",
      "2824] pred: World / answ: World\n",
      "2825] pred: Sports / answ: Sports\n",
      "2826] pred: Business / answ: Sports\n",
      "2827] pred: Business / answ: Business\n",
      "2828] pred: World / answ: Business\n",
      "2829] pred: Sports / answ: Sports\n",
      "2830] pred: World / answ: World\n",
      "2831] pred: Sci/Tech / answ: Sci/Tech\n",
      "2832] pred: Sports / answ: Sports\n",
      "2833] pred: World / answ: Sci/Tech\n",
      "2834] pred: World / answ: World\n",
      "2835] pred: World / answ: Business\n",
      "2836] pred: Business / answ: Business\n",
      "2837] pred: Sports / answ: Sports\n",
      "2838] pred: World / answ: World\n",
      "2839] pred: World / answ: World\n",
      "2840] pred: World / answ: World\n",
      "2841] pred: World / answ: Business\n",
      "2842] pred: Sci/Tech / answ: Sci/Tech\n",
      "2843] pred: Business / answ: Business\n",
      "2844] pred: Sci/Tech / answ: Sci/Tech\n",
      "2845] pred: Sports / answ: Sports\n",
      "2846] pred: World / answ: World\n",
      "2847] pred: World / answ: World\n",
      "2848] pred: Business / answ: Sci/Tech\n",
      "2849] pred: Business / answ: Sci/Tech\n",
      "2850] pred: Business / answ: Sci/Tech\n",
      "2851] pred: Business / answ: Business\n",
      "2852] pred: Business / answ: Business\n",
      "2853] pred: World / answ: World\n",
      "2854] pred: Business / answ: Sci/Tech\n",
      "2855] pred: World / answ: World\n",
      "2856] pred: Business / answ: Sci/Tech\n",
      "2857] pred: World / answ: Business\n",
      "2858] pred: Sports / answ: Sports\n",
      "2859] pred: Sports / answ: Sports\n",
      "2860] pred: World / answ: World\n",
      "2861] pred: Sci/Tech / answ: Sci/Tech\n",
      "2862] pred: Business / answ: Sci/Tech\n",
      "2863] pred: Sports / answ: Sports\n",
      "2864] pred: Sci/Tech / answ: Sci/Tech\n",
      "2865] pred: World / answ: World\n",
      "2866] pred: World / answ: Business\n",
      "2867] pred: Business / answ: Business\n",
      "2868] pred: Business / answ: Sci/Tech\n",
      "2869] pred: Business / answ: Business\n",
      "2870] pred: Sports / answ: Sports\n",
      "2871] pred: Sports / answ: Sports\n",
      "2872] pred: Sports / answ: Sports\n",
      "2873] pred: Business / answ: Business\n",
      "2874] pred: Sports / answ: Sports\n",
      "2875] pred: Business / answ: Business\n",
      "2876] pred: Sports / answ: Sports\n",
      "2877] pred: Sci/Tech / answ: Sci/Tech\n",
      "2878] pred: Business / answ: Business\n",
      "2879] pred: Business / answ: Sci/Tech\n",
      "2880] pred: Sports / answ: Sports\n",
      "2881] pred: World / answ: World\n",
      "2882] pred: World / answ: Sci/Tech\n",
      "2883] pred: World / answ: World\n",
      "2884] pred: World / answ: World\n",
      "2885] pred: World / answ: Sci/Tech\n",
      "2886] pred: Business / answ: Sci/Tech\n",
      "2887] pred: World / answ: Sports\n",
      "2888] pred: Sports / answ: Sports\n",
      "2889] pred: Sports / answ: Sports\n",
      "2890] pred: Business / answ: Sports\n",
      "2891] pred: Sports / answ: Sports\n",
      "2892] pred: Sports / answ: Sports\n",
      "2893] pred: Sports / answ: Sports\n",
      "2894] pred: Sci/Tech / answ: Sci/Tech\n",
      "2895] pred: Sports / answ: Sports\n",
      "2896] pred: Sports / answ: Sports\n",
      "2897] pred: Business / answ: Business\n",
      "2898] pred: Sports / answ: Sports\n",
      "2899] pred: Business / answ: Business\n",
      "2900] pred: Sports / answ: Sports\n",
      "2901] pred: World / answ: World\n",
      "2902] pred: Sci/Tech / answ: Sci/Tech\n",
      "2903] pred: Business / answ: World\n",
      "2904] pred: Sports / answ: Sports\n",
      "2905] pred: Sports / answ: Sports\n",
      "2906] pred: World / answ: World\n",
      "2907] pred: Sports / answ: Sports\n",
      "2908] pred: Sports / answ: Sports\n",
      "2909] pred: Business / answ: Business\n",
      "2910] pred: Business / answ: Sci/Tech\n",
      "2911] pred: World / answ: World\n",
      "2912] pred: World / answ: World\n",
      "2913] pred: World / answ: Sci/Tech\n",
      "2914] pred: Business / answ: Business\n",
      "2915] pred: Sci/Tech / answ: Sci/Tech\n",
      "2916] pred: Sports / answ: Sports\n",
      "2917] pred: Sports / answ: Sports\n",
      "2918] pred: Business / answ: Sci/Tech\n",
      "2919] pred: Business / answ: Sci/Tech\n",
      "2920] pred: World / answ: World\n",
      "2921] pred: World / answ: World\n",
      "2922] pred: Business / answ: Business\n",
      "2923] pred: World / answ: Business\n",
      "2924] pred: Sports / answ: Sports\n",
      "2925] pred: World / answ: World\n",
      "2926] pred: Business / answ: Sci/Tech\n",
      "2927] pred: World / answ: Sports\n",
      "2928] pred: Sci/Tech / answ: Sci/Tech\n",
      "2929] pred: Sci/Tech / answ: Sci/Tech\n",
      "2930] pred: Business / answ: Sci/Tech\n",
      "2931] pred: Sci/Tech / answ: Sci/Tech\n",
      "2932] pred: Business / answ: Business\n",
      "2933] pred: Sports / answ: Sports\n",
      "2934] pred: Sports / answ: Sports\n",
      "2935] pred: Business / answ: Business\n",
      "2936] pred: World / answ: Sci/Tech\n",
      "2937] pred: Business / answ: Business\n",
      "2938] pred: Business / answ: Business\n",
      "2939] pred: Business / answ: Business\n",
      "2940] pred: Business / answ: Business\n",
      "2941] pred: Sci/Tech / answ: Sci/Tech\n",
      "2942] pred: Sports / answ: Sports\n",
      "2943] pred: Sports / answ: Sports\n",
      "2944] pred: Business / answ: World\n",
      "2945] pred: Business / answ: Business\n",
      "2946] pred: World / answ: Sci/Tech\n",
      "2947] pred: World / answ: World\n",
      "2948] pred: World / answ: Sci/Tech\n",
      "2949] pred: Sci/Tech / answ: Sci/Tech\n",
      "2950] pred: World / answ: Sports\n",
      "2951] pred: Sports / answ: Sports\n",
      "2952] pred: Business / answ: Business\n",
      "2953] pred: Sci/Tech / answ: Sci/Tech\n",
      "2954] pred: Sports / answ: Sports\n",
      "2955] pred: Business / answ: Sci/Tech\n",
      "2956] pred: World / answ: World\n",
      "2957] pred: Business / answ: Business\n",
      "2958] pred: World / answ: Sci/Tech\n",
      "2959] pred: World / answ: World\n",
      "2960] pred: World / answ: Sports\n",
      "2961] pred: Sports / answ: Sports\n",
      "2962] pred: Business / answ: Sci/Tech\n",
      "2963] pred: Sports / answ: Sports\n",
      "2964] pred: World / answ: World\n",
      "2965] pred: World / answ: Sci/Tech\n",
      "2966] pred: World / answ: World\n",
      "2967] pred: Business / answ: Business\n",
      "2968] pred: World / answ: World\n",
      "2969] pred: Business / answ: Sci/Tech\n",
      "2970] pred: World / answ: Business\n",
      "2971] pred: Sci/Tech / answ: Business\n",
      "2972] pred: Sports / answ: Sports\n",
      "2973] pred: World / answ: World\n",
      "2974] pred: Business / answ: Business\n",
      "2975] pred: Business / answ: Business\n",
      "2976] pred: World / answ: World\n",
      "2977] pred: World / answ: World\n",
      "2978] pred: World / answ: Business\n",
      "2979] pred: Business / answ: Sci/Tech\n",
      "2980] pred: Sports / answ: Sports\n",
      "2981] pred: Business / answ: Business\n",
      "2982] pred: World / answ: Sci/Tech\n",
      "2983] pred: World / answ: World\n",
      "2984] pred: World / answ: World\n",
      "2985] pred: World / answ: Business\n",
      "2986] pred: Business / answ: Business\n",
      "2987] pred: Sci/Tech / answ: Business\n",
      "2988] pred: World / answ: Business\n",
      "2989] pred: World / answ: World\n",
      "2990] pred: World / answ: World\n",
      "2991] pred: Sports / answ: Sports\n",
      "2992] pred: Sports / answ: Sports\n",
      "2993] pred: World / answ: World\n",
      "2994] pred: Sports / answ: Sports\n",
      "2995] pred: Sports / answ: Sports\n",
      "2996] pred: World / answ: World\n",
      "2997] pred: World / answ: World\n",
      "2998] pred: Sports / answ: Sports\n",
      "2999] pred: World / answ: World\n",
      "3000] pred: Sports / answ: Sports\n",
      "3001] pred: Business / answ: Business\n",
      "3002] pred: Sports / answ: Sports\n",
      "3003] pred: Business / answ: Business\n",
      "3004] pred: Sci/Tech / answ: Sci/Tech\n",
      "3005] pred: Business / answ: Business\n",
      "3006] pred: World / answ: World\n",
      "3007] pred: Sports / answ: Sports\n",
      "3008] pred: World / answ: Business\n",
      "3009] pred: Sports / answ: Sports\n",
      "3010] pred: Sci/Tech / answ: Business\n",
      "3011] pred: Business / answ: Business\n",
      "3012] pred: World / answ: Sci/Tech\n",
      "3013] pred: World / answ: World\n",
      "3014] pred: World / answ: Business\n",
      "3015] pred: Sports / answ: Sports\n",
      "3016] pred: World / answ: Business\n",
      "3017] pred: World / answ: Business\n",
      "3018] pred: Sports / answ: Sports\n",
      "3019] pred: World / answ: World\n",
      "3020] pred: Business / answ: Business\n",
      "3021] pred: World / answ: World\n",
      "3022] pred: Sports / answ: Sports\n",
      "3023] pred: Business / answ: Business\n",
      "3024] pred: Sports / answ: Sports\n",
      "3025] pred: Business / answ: Business\n",
      "3026] pred: Sports / answ: Sports\n",
      "3027] pred: Business / answ: Sci/Tech\n",
      "3028] pred: Sports / answ: Sports\n",
      "3029] pred: Sports / answ: Sports\n",
      "3030] pred: Sports / answ: Sports\n",
      "3031] pred: Sports / answ: Sports\n",
      "3032] pred: Sports / answ: Sports\n",
      "3033] pred: World / answ: World\n",
      "3034] pred: Business / answ: Sci/Tech\n",
      "3035] pred: Sci/Tech / answ: Business\n",
      "3036] pred: Sports / answ: Sports\n",
      "3037] pred: Sports / answ: Sports\n",
      "3038] pred: World / answ: Sci/Tech\n",
      "3039] pred: World / answ: World\n",
      "3040] pred: World / answ: World\n",
      "3041] pred: World / answ: World\n",
      "3042] pred: World / answ: World\n",
      "3043] pred: Sports / answ: Sports\n",
      "3044] pred: World / answ: World\n",
      "3045] pred: Business / answ: Business\n",
      "3046] pred: Sports / answ: Sports\n",
      "3047] pred: Sports / answ: Sports\n",
      "3048] pred: World / answ: World\n",
      "3049] pred: Sports / answ: Sports\n",
      "3050] pred: Sports / answ: Sports\n",
      "3051] pred: World / answ: Business\n",
      "3052] pred: Business / answ: Business\n",
      "3053] pred: Sports / answ: Sports\n",
      "3054] pred: World / answ: World\n",
      "3055] pred: Business / answ: Business\n",
      "3056] pred: Sci/Tech / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3057] pred: World / answ: Sci/Tech\n",
      "3058] pred: World / answ: World\n",
      "3059] pred: Business / answ: Sci/Tech\n",
      "3060] pred: Business / answ: Sci/Tech\n",
      "3061] pred: World / answ: World\n",
      "3062] pred: Business / answ: World\n",
      "3063] pred: Sports / answ: World\n",
      "3064] pred: World / answ: World\n",
      "3065] pred: Sports / answ: Sports\n",
      "3066] pred: Sports / answ: Sports\n",
      "3067] pred: Business / answ: Business\n",
      "3068] pred: World / answ: Sci/Tech\n",
      "3069] pred: World / answ: Business\n",
      "3070] pred: World / answ: Business\n",
      "3071] pred: Sports / answ: Sports\n",
      "3072] pred: Sports / answ: Sports\n",
      "3073] pred: Sci/Tech / answ: Sci/Tech\n",
      "3074] pred: Sports / answ: Sports\n",
      "3075] pred: World / answ: World\n",
      "3076] pred: Business / answ: Business\n",
      "3077] pred: Sports / answ: Business\n",
      "3078] pred: Business / answ: Business\n",
      "3079] pred: Sports / answ: Sports\n",
      "3080] pred: Sci/Tech / answ: Sci/Tech\n",
      "3081] pred: Business / answ: World\n",
      "3082] pred: World / answ: World\n",
      "3083] pred: Business / answ: Business\n",
      "3084] pred: Business / answ: Business\n",
      "3085] pred: World / answ: World\n",
      "3086] pred: Business / answ: Business\n",
      "3087] pred: Business / answ: Sci/Tech\n",
      "3088] pred: Sports / answ: Sports\n",
      "3089] pred: Business / answ: Sci/Tech\n",
      "3090] pred: World / answ: Sci/Tech\n",
      "3091] pred: Sports / answ: Sci/Tech\n",
      "3092] pred: Sports / answ: Sports\n",
      "3093] pred: World / answ: World\n",
      "3094] pred: Sports / answ: Sports\n",
      "3095] pred: Sports / answ: Sports\n",
      "3096] pred: Business / answ: Business\n",
      "3097] pred: Business / answ: Sci/Tech\n",
      "3098] pred: Business / answ: Business\n",
      "3099] pred: Business / answ: Sci/Tech\n",
      "3100] pred: World / answ: Sci/Tech\n",
      "3101] pred: Business / answ: Business\n",
      "3102] pred: World / answ: World\n",
      "3103] pred: Sci/Tech / answ: Sci/Tech\n",
      "3104] pred: Business / answ: Business\n",
      "3105] pred: World / answ: Business\n",
      "3106] pred: World / answ: World\n",
      "3107] pred: Business / answ: Sci/Tech\n",
      "3108] pred: World / answ: World\n",
      "3109] pred: World / answ: Sci/Tech\n",
      "3110] pred: Business / answ: Sci/Tech\n",
      "3111] pred: World / answ: World\n",
      "3112] pred: Business / answ: Business\n",
      "3113] pred: World / answ: World\n",
      "3114] pred: World / answ: Sci/Tech\n",
      "3115] pred: Business / answ: Business\n",
      "3116] pred: World / answ: Sci/Tech\n",
      "3117] pred: Sports / answ: Sports\n",
      "3118] pred: World / answ: World\n",
      "3119] pred: Business / answ: Business\n",
      "3120] pred: Sci/Tech / answ: Sci/Tech\n",
      "3121] pred: Business / answ: Business\n",
      "3122] pred: World / answ: World\n",
      "3123] pred: World / answ: World\n",
      "3124] pred: World / answ: World\n",
      "3125] pred: Business / answ: Sci/Tech\n",
      "3126] pred: Business / answ: Sports\n",
      "3127] pred: Business / answ: Sci/Tech\n",
      "3128] pred: Business / answ: Business\n",
      "3129] pred: Business / answ: Sci/Tech\n",
      "3130] pred: Business / answ: Business\n",
      "3131] pred: Sports / answ: Sports\n",
      "3132] pred: World / answ: World\n",
      "3133] pred: Business / answ: World\n",
      "3134] pred: Business / answ: Business\n",
      "3135] pred: Business / answ: Business\n",
      "3136] pred: Sci/Tech / answ: Sci/Tech\n",
      "3137] pred: World / answ: Sci/Tech\n",
      "3138] pred: World / answ: World\n",
      "3139] pred: Business / answ: Sci/Tech\n",
      "3140] pred: Business / answ: Sci/Tech\n",
      "3141] pred: Business / answ: Sci/Tech\n",
      "3142] pred: Sports / answ: Sports\n",
      "3143] pred: World / answ: World\n",
      "3144] pred: Business / answ: Business\n",
      "3145] pred: Business / answ: Sci/Tech\n",
      "3146] pred: Business / answ: Sci/Tech\n",
      "3147] pred: World / answ: World\n",
      "3148] pred: Sports / answ: Sports\n",
      "3149] pred: Sports / answ: Sports\n",
      "3150] pred: Business / answ: Sports\n",
      "3151] pred: World / answ: World\n",
      "3152] pred: World / answ: World\n",
      "3153] pred: World / answ: World\n",
      "3154] pred: Sports / answ: Sports\n",
      "3155] pred: Business / answ: Sci/Tech\n",
      "3156] pred: Business / answ: Business\n",
      "3157] pred: Sci/Tech / answ: World\n",
      "3158] pred: Business / answ: Business\n",
      "3159] pred: Business / answ: Sci/Tech\n",
      "3160] pred: Sports / answ: Sports\n",
      "3161] pred: World / answ: World\n",
      "3162] pred: Sci/Tech / answ: Sci/Tech\n",
      "3163] pred: World / answ: World\n",
      "3164] pred: World / answ: World\n",
      "3165] pred: Sports / answ: Sports\n",
      "3166] pred: Sports / answ: Sports\n",
      "3167] pred: World / answ: World\n",
      "3168] pred: Sci/Tech / answ: Sci/Tech\n",
      "3169] pred: World / answ: World\n",
      "3170] pred: Sci/Tech / answ: Business\n",
      "3171] pred: Business / answ: Business\n",
      "3172] pred: Sci/Tech / answ: World\n",
      "3173] pred: Sports / answ: Sports\n",
      "3174] pred: World / answ: World\n",
      "3175] pred: Sci/Tech / answ: Sci/Tech\n",
      "3176] pred: World / answ: World\n",
      "3177] pred: Business / answ: Business\n",
      "3178] pred: Business / answ: Business\n",
      "3179] pred: Sports / answ: Sports\n",
      "3180] pred: World / answ: Sci/Tech\n",
      "3181] pred: World / answ: World\n",
      "3182] pred: Business / answ: Business\n",
      "3183] pred: Sci/Tech / answ: Business\n",
      "3184] pred: Business / answ: Business\n",
      "3185] pred: World / answ: Sci/Tech\n",
      "3186] pred: Sports / answ: World\n",
      "3187] pred: World / answ: World\n",
      "3188] pred: Business / answ: Business\n",
      "3189] pred: World / answ: Business\n",
      "3190] pred: Business / answ: Business\n",
      "3191] pred: World / answ: World\n",
      "3192] pred: Business / answ: Business\n",
      "3193] pred: Business / answ: Business\n",
      "3194] pred: World / answ: World\n",
      "3195] pred: World / answ: World\n",
      "3196] pred: World / answ: World\n",
      "3197] pred: Business / answ: Sci/Tech\n",
      "3198] pred: World / answ: Sci/Tech\n",
      "3199] pred: Business / answ: Sci/Tech\n",
      "3200] pred: Sports / answ: Sports\n",
      "3201] pred: Business / answ: Business\n",
      "3202] pred: Business / answ: Business\n",
      "3203] pred: Business / answ: Business\n",
      "3204] pred: Sci/Tech / answ: Sci/Tech\n",
      "3205] pred: World / answ: World\n",
      "3206] pred: World / answ: World\n",
      "3207] pred: Business / answ: Business\n",
      "3208] pred: World / answ: Sports\n",
      "3209] pred: Business / answ: Business\n",
      "3210] pred: World / answ: World\n",
      "3211] pred: World / answ: World\n",
      "3212] pred: Business / answ: Business\n",
      "3213] pred: World / answ: Business\n",
      "3214] pred: Business / answ: Business\n",
      "3215] pred: Business / answ: Business\n",
      "3216] pred: Sports / answ: Sports\n",
      "3217] pred: Business / answ: Sci/Tech\n",
      "3218] pred: Business / answ: Business\n",
      "3219] pred: World / answ: World\n",
      "3220] pred: Business / answ: Business\n",
      "3221] pred: World / answ: Sci/Tech\n",
      "3222] pred: Business / answ: Sci/Tech\n",
      "3223] pred: Sci/Tech / answ: Sci/Tech\n",
      "3224] pred: World / answ: World\n",
      "3225] pred: Business / answ: Sci/Tech\n",
      "3226] pred: World / answ: World\n",
      "3227] pred: Business / answ: Sci/Tech\n",
      "3228] pred: World / answ: World\n",
      "3229] pred: Sci/Tech / answ: Sci/Tech\n",
      "3230] pred: Sports / answ: Sports\n",
      "3231] pred: Sports / answ: Sports\n",
      "3232] pred: Sports / answ: Sports\n",
      "3233] pred: World / answ: World\n",
      "3234] pred: Sports / answ: Sports\n",
      "3235] pred: Sports / answ: Sports\n",
      "3236] pred: Business / answ: Sports\n",
      "3237] pred: Sports / answ: Sports\n",
      "3238] pred: Sports / answ: Sports\n",
      "3239] pred: World / answ: World\n",
      "3240] pred: Business / answ: Business\n",
      "3241] pred: World / answ: Sci/Tech\n",
      "3242] pred: Business / answ: Business\n",
      "3243] pred: Business / answ: Business\n",
      "3244] pred: Sports / answ: Sports\n",
      "3245] pred: World / answ: World\n",
      "3246] pred: Business / answ: Business\n",
      "3247] pred: World / answ: World\n",
      "3248] pred: World / answ: World\n",
      "3249] pred: World / answ: World\n",
      "3250] pred: World / answ: World\n",
      "3251] pred: Sci/Tech / answ: Sci/Tech\n",
      "3252] pred: Business / answ: Business\n",
      "3253] pred: World / answ: World\n",
      "3254] pred: World / answ: World\n",
      "3255] pred: World / answ: World\n",
      "3256] pred: Business / answ: Sci/Tech\n",
      "3257] pred: Business / answ: Sci/Tech\n",
      "3258] pred: World / answ: Business\n",
      "3259] pred: Sports / answ: Sports\n",
      "3260] pred: Business / answ: Business\n",
      "3261] pred: World / answ: Sports\n",
      "3262] pred: Business / answ: Sci/Tech\n",
      "3263] pred: World / answ: Sci/Tech\n",
      "3264] pred: Business / answ: Business\n",
      "3265] pred: Sports / answ: Sci/Tech\n",
      "3266] pred: World / answ: Business\n",
      "3267] pred: Business / answ: Business\n",
      "3268] pred: World / answ: World\n",
      "3269] pred: World / answ: Business\n",
      "3270] pred: Business / answ: Business\n",
      "3271] pred: Sports / answ: Sports\n",
      "3272] pred: Business / answ: Business\n",
      "3273] pred: Sports / answ: Sports\n",
      "3274] pred: Business / answ: Business\n",
      "3275] pred: Sports / answ: Sports\n",
      "3276] pred: Business / answ: Business\n",
      "3277] pred: Business / answ: Business\n",
      "3278] pred: Sci/Tech / answ: Sci/Tech\n",
      "3279] pred: World / answ: World\n",
      "3280] pred: Business / answ: Sci/Tech\n",
      "3281] pred: Sci/Tech / answ: Sci/Tech\n",
      "3282] pred: World / answ: Sci/Tech\n",
      "3283] pred: Sports / answ: Sports\n",
      "3284] pred: World / answ: World\n",
      "3285] pred: Business / answ: Sci/Tech\n",
      "3286] pred: World / answ: World\n",
      "3287] pred: Business / answ: Sci/Tech\n",
      "3288] pred: World / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3289] pred: Sci/Tech / answ: Sci/Tech\n",
      "3290] pred: Business / answ: Sci/Tech\n",
      "3291] pred: Sci/Tech / answ: Sci/Tech\n",
      "3292] pred: World / answ: Sci/Tech\n",
      "3293] pred: Business / answ: Sci/Tech\n",
      "3294] pred: Business / answ: Business\n",
      "3295] pred: World / answ: World\n",
      "3296] pred: Sci/Tech / answ: Sci/Tech\n",
      "3297] pred: World / answ: World\n",
      "3298] pred: World / answ: World\n",
      "3299] pred: Business / answ: Business\n",
      "3300] pred: World / answ: World\n",
      "3301] pred: World / answ: World\n",
      "3302] pred: Sports / answ: Sports\n",
      "3303] pred: World / answ: World\n",
      "3304] pred: Business / answ: Business\n",
      "3305] pred: Business / answ: Sci/Tech\n",
      "3306] pred: Sci/Tech / answ: World\n",
      "3307] pred: Business / answ: Business\n",
      "3308] pred: Sports / answ: Sports\n",
      "3309] pred: Sports / answ: Sports\n",
      "3310] pred: Business / answ: Sci/Tech\n",
      "3311] pred: World / answ: World\n",
      "3312] pred: Business / answ: World\n",
      "3313] pred: Business / answ: Sci/Tech\n",
      "3314] pred: World / answ: World\n",
      "3315] pred: World / answ: World\n",
      "3316] pred: Business / answ: World\n",
      "3317] pred: Sports / answ: Sports\n",
      "3318] pred: Sports / answ: Sports\n",
      "3319] pred: World / answ: Business\n",
      "3320] pred: Sports / answ: Sports\n",
      "3321] pred: Business / answ: Business\n",
      "3322] pred: Sports / answ: Sports\n",
      "3323] pred: Business / answ: Business\n",
      "3324] pred: World / answ: Business\n",
      "3325] pred: Business / answ: Business\n",
      "3326] pred: Sports / answ: Sports\n",
      "3327] pred: Business / answ: Business\n",
      "3328] pred: World / answ: World\n",
      "3329] pred: Business / answ: Business\n",
      "3330] pred: Business / answ: Business\n",
      "3331] pred: Sports / answ: Sports\n",
      "3332] pred: Sci/Tech / answ: Business\n",
      "3333] pred: World / answ: World\n",
      "3334] pred: Sci/Tech / answ: Business\n",
      "3335] pred: Business / answ: Business\n",
      "3336] pred: Sports / answ: Sports\n",
      "3337] pred: Sports / answ: Sports\n",
      "3338] pred: Sports / answ: Sports\n",
      "3339] pred: Business / answ: Business\n",
      "3340] pred: Sports / answ: Sports\n",
      "3341] pred: Business / answ: Business\n",
      "3342] pred: Sci/Tech / answ: Sci/Tech\n",
      "3343] pred: Business / answ: Sci/Tech\n",
      "3344] pred: World / answ: World\n",
      "3345] pred: World / answ: World\n",
      "3346] pred: World / answ: World\n",
      "3347] pred: Sports / answ: Sports\n",
      "3348] pred: Sports / answ: Sports\n",
      "3349] pred: Sports / answ: Sports\n",
      "3350] pred: Business / answ: Business\n",
      "3351] pred: Business / answ: Business\n",
      "3352] pred: Sports / answ: Sports\n",
      "3353] pred: World / answ: World\n",
      "3354] pred: Sci/Tech / answ: Business\n",
      "3355] pred: Business / answ: Sci/Tech\n",
      "3356] pred: Business / answ: Sci/Tech\n",
      "3357] pred: Sports / answ: Sports\n",
      "3358] pred: World / answ: World\n",
      "3359] pred: Sports / answ: Sports\n",
      "3360] pred: Sports / answ: Sports\n",
      "3361] pred: Sports / answ: Sports\n",
      "3362] pred: Sports / answ: Sports\n",
      "3363] pred: Business / answ: Business\n",
      "3364] pred: Business / answ: Sci/Tech\n",
      "3365] pred: Sports / answ: Sports\n",
      "3366] pred: World / answ: Sports\n",
      "3367] pred: World / answ: World\n",
      "3368] pred: Sci/Tech / answ: Sci/Tech\n",
      "3369] pred: Sports / answ: Sports\n",
      "3370] pred: Business / answ: Sci/Tech\n",
      "3371] pred: Business / answ: Sci/Tech\n",
      "3372] pred: Sports / answ: Sports\n",
      "3373] pred: Sports / answ: Sports\n",
      "3374] pred: Sci/Tech / answ: Sci/Tech\n",
      "3375] pred: Business / answ: Sci/Tech\n",
      "3376] pred: World / answ: Sports\n",
      "3377] pred: World / answ: World\n",
      "3378] pred: World / answ: World\n",
      "3379] pred: World / answ: Business\n",
      "3380] pred: Business / answ: Business\n",
      "3381] pred: Business / answ: Business\n",
      "3382] pred: Business / answ: Sci/Tech\n",
      "3383] pred: Business / answ: Sci/Tech\n",
      "3384] pred: Business / answ: World\n",
      "3385] pred: Sports / answ: Sports\n",
      "3386] pred: Business / answ: Business\n",
      "3387] pred: Sports / answ: Sports\n",
      "3388] pred: World / answ: World\n",
      "3389] pred: World / answ: World\n",
      "3390] pred: Business / answ: Business\n",
      "3391] pred: Sports / answ: Sports\n",
      "3392] pred: Business / answ: Sci/Tech\n",
      "3393] pred: World / answ: World\n",
      "3394] pred: Sci/Tech / answ: Sci/Tech\n",
      "3395] pred: Sci/Tech / answ: Sci/Tech\n",
      "3396] pred: Business / answ: Business\n",
      "3397] pred: Sci/Tech / answ: Sci/Tech\n",
      "3398] pred: World / answ: World\n",
      "3399] pred: World / answ: World\n",
      "3400] pred: World / answ: World\n",
      "3401] pred: Business / answ: Sci/Tech\n",
      "3402] pred: Sci/Tech / answ: Sci/Tech\n",
      "3403] pred: Business / answ: Business\n",
      "3404] pred: Business / answ: Sci/Tech\n",
      "3405] pred: Business / answ: Sci/Tech\n",
      "3406] pred: Business / answ: Business\n",
      "3407] pred: World / answ: World\n",
      "3408] pred: World / answ: World\n",
      "3409] pred: Sports / answ: Business\n",
      "3410] pred: Sci/Tech / answ: Business\n",
      "3411] pred: Business / answ: Business\n",
      "3412] pred: Business / answ: Sci/Tech\n",
      "3413] pred: Sports / answ: Sports\n",
      "3414] pred: World / answ: Sci/Tech\n",
      "3415] pred: Sci/Tech / answ: Business\n",
      "3416] pred: Sports / answ: Sports\n",
      "3417] pred: World / answ: Sci/Tech\n",
      "3418] pred: Business / answ: Business\n",
      "3419] pred: Business / answ: Business\n",
      "3420] pred: World / answ: Sci/Tech\n",
      "3421] pred: World / answ: Sci/Tech\n",
      "3422] pred: World / answ: Business\n",
      "3423] pred: Business / answ: Business\n",
      "3424] pred: Sports / answ: Sports\n",
      "3425] pred: Sports / answ: Sports\n",
      "3426] pred: Business / answ: Sci/Tech\n",
      "3427] pred: Business / answ: Business\n",
      "3428] pred: World / answ: World\n",
      "3429] pred: Business / answ: Sci/Tech\n",
      "3430] pred: Business / answ: Business\n",
      "3431] pred: World / answ: World\n",
      "3432] pred: Business / answ: Business\n",
      "3433] pred: World / answ: Sci/Tech\n",
      "3434] pred: World / answ: World\n",
      "3435] pred: World / answ: Sci/Tech\n",
      "3436] pred: World / answ: World\n",
      "3437] pred: Business / answ: Business\n",
      "3438] pred: Sci/Tech / answ: Sci/Tech\n",
      "3439] pred: World / answ: World\n",
      "3440] pred: Business / answ: Business\n",
      "3441] pred: Business / answ: Sci/Tech\n",
      "3442] pred: Sports / answ: Sports\n",
      "3443] pred: Sci/Tech / answ: Sci/Tech\n",
      "3444] pred: World / answ: World\n",
      "3445] pred: Business / answ: Business\n",
      "3446] pred: World / answ: World\n",
      "3447] pred: Business / answ: Business\n",
      "3448] pred: Business / answ: Business\n",
      "3449] pred: Business / answ: Sci/Tech\n",
      "3450] pred: World / answ: World\n",
      "3451] pred: World / answ: World\n",
      "3452] pred: World / answ: World\n",
      "3453] pred: Business / answ: World\n",
      "3454] pred: World / answ: World\n",
      "3455] pred: Business / answ: Business\n",
      "3456] pred: Sci/Tech / answ: Sci/Tech\n",
      "3457] pred: Sports / answ: Sports\n",
      "3458] pred: Business / answ: Business\n",
      "3459] pred: Sci/Tech / answ: Sci/Tech\n",
      "3460] pred: Sci/Tech / answ: Sci/Tech\n",
      "3461] pred: World / answ: World\n",
      "3462] pred: Sports / answ: Sports\n",
      "3463] pred: Sports / answ: Sports\n",
      "3464] pred: Sports / answ: Sports\n",
      "3465] pred: Business / answ: Business\n",
      "3466] pred: World / answ: Business\n",
      "3467] pred: Business / answ: Sci/Tech\n",
      "3468] pred: Sports / answ: Sports\n",
      "3469] pred: World / answ: Business\n",
      "3470] pred: Business / answ: Sci/Tech\n",
      "3471] pred: Business / answ: Business\n",
      "3472] pred: Sci/Tech / answ: Sci/Tech\n",
      "3473] pred: World / answ: World\n",
      "3474] pred: World / answ: World\n",
      "3475] pred: Business / answ: Sci/Tech\n",
      "3476] pred: Sci/Tech / answ: Sci/Tech\n",
      "3477] pred: World / answ: World\n",
      "3478] pred: Business / answ: Sci/Tech\n",
      "3479] pred: World / answ: World\n",
      "3480] pred: World / answ: World\n",
      "3481] pred: World / answ: World\n",
      "3482] pred: Business / answ: Business\n",
      "3483] pred: World / answ: World\n",
      "3484] pred: World / answ: World\n",
      "3485] pred: World / answ: World\n",
      "3486] pred: Sci/Tech / answ: Sci/Tech\n",
      "3487] pred: Business / answ: Sci/Tech\n",
      "3488] pred: World / answ: Business\n",
      "3489] pred: Sports / answ: Sports\n",
      "3490] pred: Sports / answ: Sports\n",
      "3491] pred: World / answ: World\n",
      "3492] pred: World / answ: Business\n",
      "3493] pred: Business / answ: World\n",
      "3494] pred: World / answ: World\n",
      "3495] pred: Business / answ: Business\n",
      "3496] pred: Business / answ: Sci/Tech\n",
      "3497] pred: Sci/Tech / answ: Sci/Tech\n",
      "3498] pred: World / answ: Sports\n",
      "3499] pred: Sports / answ: Sports\n",
      "3500] pred: Business / answ: World\n",
      "3501] pred: Sci/Tech / answ: Sci/Tech\n",
      "3502] pred: Sci/Tech / answ: Sci/Tech\n",
      "3503] pred: World / answ: World\n",
      "3504] pred: World / answ: World\n",
      "3505] pred: World / answ: World\n",
      "3506] pred: Sci/Tech / answ: Sci/Tech\n",
      "3507] pred: Sports / answ: Sports\n",
      "3508] pred: Business / answ: Business\n",
      "3509] pred: World / answ: World\n",
      "3510] pred: World / answ: World\n",
      "3511] pred: World / answ: World\n",
      "3512] pred: World / answ: Sci/Tech\n",
      "3513] pred: World / answ: World\n",
      "3514] pred: Sports / answ: Sports\n",
      "3515] pred: Business / answ: World\n",
      "3516] pred: World / answ: World\n",
      "3517] pred: World / answ: World\n",
      "3518] pred: World / answ: World\n",
      "3519] pred: Sports / answ: Sports\n",
      "3520] pred: Sports / answ: Sports\n",
      "3521] pred: Sports / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3522] pred: Sports / answ: Sports\n",
      "3523] pred: Sports / answ: Sports\n",
      "3524] pred: World / answ: World\n",
      "3525] pred: Sports / answ: Sports\n",
      "3526] pred: World / answ: World\n",
      "3527] pred: Sports / answ: Sports\n",
      "3528] pred: World / answ: World\n",
      "3529] pred: Sports / answ: Sports\n",
      "3530] pred: Sports / answ: Sports\n",
      "3531] pred: World / answ: World\n",
      "3532] pred: Business / answ: Sci/Tech\n",
      "3533] pred: World / answ: World\n",
      "3534] pred: Sports / answ: Sports\n",
      "3535] pred: Sci/Tech / answ: Sci/Tech\n",
      "3536] pred: World / answ: World\n",
      "3537] pred: Business / answ: Sci/Tech\n",
      "3538] pred: World / answ: Business\n",
      "3539] pred: Sports / answ: Sports\n",
      "3540] pred: World / answ: World\n",
      "3541] pred: Sports / answ: Sports\n",
      "3542] pred: Business / answ: Business\n",
      "3543] pred: Sports / answ: Sports\n",
      "3544] pred: Sports / answ: Sports\n",
      "3545] pred: World / answ: World\n",
      "3546] pred: Sci/Tech / answ: World\n",
      "3547] pred: World / answ: World\n",
      "3548] pred: Business / answ: Business\n",
      "3549] pred: World / answ: World\n",
      "3550] pred: Sports / answ: Sports\n",
      "3551] pred: Sports / answ: Sports\n",
      "3552] pred: World / answ: World\n",
      "3553] pred: World / answ: Business\n",
      "3554] pred: Business / answ: Business\n",
      "3555] pred: Business / answ: World\n",
      "3556] pred: Business / answ: Business\n",
      "3557] pred: World / answ: Sports\n",
      "3558] pred: World / answ: World\n",
      "3559] pred: Sports / answ: Sports\n",
      "3560] pred: Sports / answ: Sports\n",
      "3561] pred: Business / answ: World\n",
      "3562] pred: Sports / answ: Sports\n",
      "3563] pred: Sports / answ: World\n",
      "3564] pred: World / answ: Sci/Tech\n",
      "3565] pred: World / answ: World\n",
      "3566] pred: Business / answ: Business\n",
      "3567] pred: World / answ: Sci/Tech\n",
      "3568] pred: Sports / answ: Sports\n",
      "3569] pred: World / answ: World\n",
      "3570] pred: Sports / answ: World\n",
      "3571] pred: Business / answ: Business\n",
      "3572] pred: World / answ: World\n",
      "3573] pred: Business / answ: Business\n",
      "3574] pred: Sci/Tech / answ: Sci/Tech\n",
      "3575] pred: Business / answ: Business\n",
      "3576] pred: Business / answ: Business\n",
      "3577] pred: Business / answ: Business\n",
      "3578] pred: Sports / answ: Sports\n",
      "3579] pred: World / answ: World\n",
      "3580] pred: Business / answ: Business\n",
      "3581] pred: World / answ: World\n",
      "3582] pred: World / answ: Business\n",
      "3583] pred: Business / answ: Business\n",
      "3584] pred: Sports / answ: Sports\n",
      "3585] pred: Sports / answ: Sports\n",
      "3586] pred: Sports / answ: Sports\n",
      "3587] pred: World / answ: World\n",
      "3588] pred: Sci/Tech / answ: Sci/Tech\n",
      "3589] pred: Business / answ: Business\n",
      "3590] pred: Sci/Tech / answ: World\n",
      "3591] pred: Business / answ: Business\n",
      "3592] pred: Business / answ: Business\n",
      "3593] pred: Business / answ: Business\n",
      "3594] pred: World / answ: World\n",
      "3595] pred: Business / answ: Business\n",
      "3596] pred: Sports / answ: Sports\n",
      "3597] pred: Sports / answ: Sports\n",
      "3598] pred: World / answ: World\n",
      "3599] pred: Sports / answ: Sports\n",
      "3600] pred: Business / answ: Business\n",
      "3601] pred: Sports / answ: Sports\n",
      "3602] pred: Sci/Tech / answ: Sci/Tech\n",
      "3603] pred: Sports / answ: Sports\n",
      "3604] pred: World / answ: World\n",
      "3605] pred: Sci/Tech / answ: Sci/Tech\n",
      "3606] pred: World / answ: World\n",
      "3607] pred: Business / answ: Business\n",
      "3608] pred: World / answ: World\n",
      "3609] pred: World / answ: World\n",
      "3610] pred: Business / answ: Sci/Tech\n",
      "3611] pred: World / answ: World\n",
      "3612] pred: Business / answ: Sci/Tech\n",
      "3613] pred: World / answ: World\n",
      "3614] pred: Business / answ: Sci/Tech\n",
      "3615] pred: World / answ: World\n",
      "3616] pred: World / answ: Business\n",
      "3617] pred: Sci/Tech / answ: Business\n",
      "3618] pred: Sports / answ: Sports\n",
      "3619] pred: Business / answ: World\n",
      "3620] pred: Business / answ: Sports\n",
      "3621] pred: Sports / answ: Sports\n",
      "3622] pred: Business / answ: World\n",
      "3623] pred: Sci/Tech / answ: Sci/Tech\n",
      "3624] pred: Business / answ: Business\n",
      "3625] pred: Business / answ: World\n",
      "3626] pred: Sports / answ: Sports\n",
      "3627] pred: Business / answ: World\n",
      "3628] pred: Business / answ: Business\n",
      "3629] pred: World / answ: World\n",
      "3630] pred: Sports / answ: Sports\n",
      "3631] pred: World / answ: Business\n",
      "3632] pred: Business / answ: Business\n",
      "3633] pred: World / answ: World\n",
      "3634] pred: World / answ: Business\n",
      "3635] pred: Business / answ: Business\n",
      "3636] pred: Sports / answ: Sports\n",
      "3637] pred: World / answ: World\n",
      "3638] pred: Business / answ: World\n",
      "3639] pred: Sports / answ: Sports\n",
      "3640] pred: Business / answ: Business\n",
      "3641] pred: Sports / answ: Sports\n",
      "3642] pred: World / answ: Sci/Tech\n",
      "3643] pred: World / answ: Sci/Tech\n",
      "3644] pred: World / answ: World\n",
      "3645] pred: Sci/Tech / answ: Sci/Tech\n",
      "3646] pred: Sports / answ: Sports\n",
      "3647] pred: Sports / answ: Sports\n",
      "3648] pred: World / answ: World\n",
      "3649] pred: World / answ: World\n",
      "3650] pred: World / answ: World\n",
      "3651] pred: World / answ: Sci/Tech\n",
      "3652] pred: Sci/Tech / answ: Sci/Tech\n",
      "3653] pred: Business / answ: Business\n",
      "3654] pred: World / answ: World\n",
      "3655] pred: Business / answ: Sci/Tech\n",
      "3656] pred: Business / answ: Business\n",
      "3657] pred: World / answ: World\n",
      "3658] pred: Business / answ: Business\n",
      "3659] pred: Business / answ: Sci/Tech\n",
      "3660] pred: World / answ: World\n",
      "3661] pred: Sports / answ: World\n",
      "3662] pred: Business / answ: World\n",
      "3663] pred: Business / answ: Business\n",
      "3664] pred: Business / answ: Sci/Tech\n",
      "3665] pred: World / answ: World\n",
      "3666] pred: Sports / answ: Sports\n",
      "3667] pred: World / answ: Sci/Tech\n",
      "3668] pred: Sci/Tech / answ: Sci/Tech\n",
      "3669] pred: World / answ: World\n",
      "3670] pred: Business / answ: Sci/Tech\n",
      "3671] pred: Business / answ: Business\n",
      "3672] pred: Sci/Tech / answ: Business\n",
      "3673] pred: World / answ: World\n",
      "3674] pred: Business / answ: Business\n",
      "3675] pred: Business / answ: Sci/Tech\n",
      "3676] pred: Sci/Tech / answ: Sci/Tech\n",
      "3677] pred: Sports / answ: Sports\n",
      "3678] pred: World / answ: World\n",
      "3679] pred: World / answ: Sci/Tech\n",
      "3680] pred: Business / answ: Business\n",
      "3681] pred: Sci/Tech / answ: Sci/Tech\n",
      "3682] pred: Business / answ: Business\n",
      "3683] pred: Business / answ: World\n",
      "3684] pred: Business / answ: Business\n",
      "3685] pred: Business / answ: World\n",
      "3686] pred: World / answ: World\n",
      "3687] pred: Business / answ: Sci/Tech\n",
      "3688] pred: World / answ: World\n",
      "3689] pred: Business / answ: Sci/Tech\n",
      "3690] pred: Sci/Tech / answ: Sci/Tech\n",
      "3691] pred: Business / answ: Sci/Tech\n",
      "3692] pred: Business / answ: Business\n",
      "3693] pred: Sports / answ: Sports\n",
      "3694] pred: Business / answ: Business\n",
      "3695] pred: Sports / answ: Sports\n",
      "3696] pred: World / answ: World\n",
      "3697] pred: World / answ: World\n",
      "3698] pred: World / answ: World\n",
      "3699] pred: Business / answ: Business\n",
      "3700] pred: Business / answ: Business\n",
      "3701] pred: Business / answ: Business\n",
      "3702] pred: Business / answ: Sci/Tech\n",
      "3703] pred: World / answ: Sci/Tech\n",
      "3704] pred: Sports / answ: Sports\n",
      "3705] pred: World / answ: World\n",
      "3706] pred: World / answ: Sci/Tech\n",
      "3707] pred: World / answ: World\n",
      "3708] pred: World / answ: Sci/Tech\n",
      "3709] pred: Sports / answ: Sports\n",
      "3710] pred: World / answ: World\n",
      "3711] pred: Business / answ: Business\n",
      "3712] pred: Business / answ: Business\n",
      "3713] pred: Business / answ: Business\n",
      "3714] pred: Business / answ: Sci/Tech\n",
      "3715] pred: Sci/Tech / answ: Sci/Tech\n",
      "3716] pred: Business / answ: Business\n",
      "3717] pred: Sci/Tech / answ: Sci/Tech\n",
      "3718] pred: World / answ: World\n",
      "3719] pred: Sports / answ: Sports\n",
      "3720] pred: Business / answ: Business\n",
      "3721] pred: Sports / answ: Sports\n",
      "3722] pred: Business / answ: Sci/Tech\n",
      "3723] pred: World / answ: Business\n",
      "3724] pred: Business / answ: Business\n",
      "3725] pred: Sports / answ: Sports\n",
      "3726] pred: Sci/Tech / answ: Sci/Tech\n",
      "3727] pred: World / answ: World\n",
      "3728] pred: Business / answ: Business\n",
      "3729] pred: Business / answ: Business\n",
      "3730] pred: Sci/Tech / answ: Sci/Tech\n",
      "3731] pred: Sci/Tech / answ: Sci/Tech\n",
      "3732] pred: Sci/Tech / answ: Sci/Tech\n",
      "3733] pred: World / answ: Sports\n",
      "3734] pred: Sports / answ: Sports\n",
      "3735] pred: World / answ: World\n",
      "3736] pred: Sports / answ: Sports\n",
      "3737] pred: World / answ: World\n",
      "3738] pred: World / answ: Sci/Tech\n",
      "3739] pred: Sci/Tech / answ: Sci/Tech\n",
      "3740] pred: Sports / answ: Sports\n",
      "3741] pred: Business / answ: Sci/Tech\n",
      "3742] pred: Business / answ: Business\n",
      "3743] pred: World / answ: World\n",
      "3744] pred: Sports / answ: Sports\n",
      "3745] pred: Sports / answ: Sports\n",
      "3746] pred: Sports / answ: World\n",
      "3747] pred: Business / answ: World\n",
      "3748] pred: Sports / answ: Sports\n",
      "3749] pred: World / answ: World\n",
      "3750] pred: Business / answ: Business\n",
      "3751] pred: Business / answ: Business\n",
      "3752] pred: Sports / answ: Business\n",
      "3753] pred: World / answ: World\n",
      "3754] pred: Sports / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3755] pred: World / answ: World\n",
      "3756] pred: World / answ: World\n",
      "3757] pred: Business / answ: Sci/Tech\n",
      "3758] pred: World / answ: World\n",
      "3759] pred: Sci/Tech / answ: Sci/Tech\n",
      "3760] pred: Business / answ: Sci/Tech\n",
      "3761] pred: World / answ: World\n",
      "3762] pred: Sci/Tech / answ: World\n",
      "3763] pred: Business / answ: Business\n",
      "3764] pred: World / answ: Business\n",
      "3765] pred: Business / answ: Business\n",
      "3766] pred: Business / answ: Sci/Tech\n",
      "3767] pred: World / answ: World\n",
      "3768] pred: Sports / answ: Sports\n",
      "3769] pred: Business / answ: Business\n",
      "3770] pred: Business / answ: Business\n",
      "3771] pred: Sports / answ: Sports\n",
      "3772] pred: Sports / answ: Sports\n",
      "3773] pred: Sports / answ: Sports\n",
      "3774] pred: World / answ: World\n",
      "3775] pred: Business / answ: Sci/Tech\n",
      "3776] pred: Sci/Tech / answ: Sci/Tech\n",
      "3777] pred: World / answ: Sci/Tech\n",
      "3778] pred: Business / answ: Business\n",
      "3779] pred: Business / answ: Business\n",
      "3780] pred: Sci/Tech / answ: Sci/Tech\n",
      "3781] pred: World / answ: Sports\n",
      "3782] pred: World / answ: World\n",
      "3783] pred: World / answ: World\n",
      "3784] pred: World / answ: World\n",
      "3785] pred: World / answ: World\n",
      "3786] pred: World / answ: World\n",
      "3787] pred: Business / answ: Sci/Tech\n",
      "3788] pred: Sci/Tech / answ: Sci/Tech\n",
      "3789] pred: Business / answ: Business\n",
      "3790] pred: World / answ: World\n",
      "3791] pred: Sports / answ: Sports\n",
      "3792] pred: Sports / answ: Sports\n",
      "3793] pred: Sci/Tech / answ: Sci/Tech\n",
      "3794] pred: Sports / answ: Sports\n",
      "3795] pred: World / answ: Business\n",
      "3796] pred: Sci/Tech / answ: Business\n",
      "3797] pred: World / answ: Business\n",
      "3798] pred: Sports / answ: Sports\n",
      "3799] pred: World / answ: World\n",
      "3800] pred: Business / answ: Sci/Tech\n",
      "3801] pred: Sci/Tech / answ: Sci/Tech\n",
      "3802] pred: Business / answ: Sci/Tech\n",
      "3803] pred: Sports / answ: Sports\n",
      "3804] pred: Business / answ: Business\n",
      "3805] pred: Sports / answ: World\n",
      "3806] pred: World / answ: Sports\n",
      "3807] pred: Business / answ: Business\n",
      "3808] pred: Sports / answ: Sports\n",
      "3809] pred: Sports / answ: Sports\n",
      "3810] pred: World / answ: World\n",
      "3811] pred: Business / answ: Sci/Tech\n",
      "3812] pred: World / answ: Business\n",
      "3813] pred: Business / answ: Business\n",
      "3814] pred: World / answ: World\n",
      "3815] pred: World / answ: Sci/Tech\n",
      "3816] pred: Business / answ: Sci/Tech\n",
      "3817] pred: Business / answ: Business\n",
      "3818] pred: Business / answ: Sci/Tech\n",
      "3819] pred: Business / answ: Business\n",
      "3820] pred: Sports / answ: Sports\n",
      "3821] pred: World / answ: World\n",
      "3822] pred: Business / answ: Business\n",
      "3823] pred: Business / answ: Business\n",
      "3824] pred: Sci/Tech / answ: Sci/Tech\n",
      "3825] pred: Sports / answ: Sports\n",
      "3826] pred: Business / answ: Business\n",
      "3827] pred: Sci/Tech / answ: Sci/Tech\n",
      "3828] pred: Sci/Tech / answ: Sci/Tech\n",
      "3829] pred: Business / answ: Business\n",
      "3830] pred: Business / answ: Sci/Tech\n",
      "3831] pred: Sports / answ: Sports\n",
      "3832] pred: World / answ: World\n",
      "3833] pred: World / answ: World\n",
      "3834] pred: Business / answ: Sci/Tech\n",
      "3835] pred: Business / answ: Sci/Tech\n",
      "3836] pred: Sports / answ: Sports\n",
      "3837] pred: Sports / answ: Sports\n",
      "3838] pred: World / answ: World\n",
      "3839] pred: Sports / answ: Sports\n",
      "3840] pred: Sports / answ: Sports\n",
      "3841] pred: Sports / answ: Sports\n",
      "3842] pred: Business / answ: Business\n",
      "3843] pred: World / answ: World\n",
      "3844] pred: World / answ: World\n",
      "3845] pred: World / answ: World\n",
      "3846] pred: Business / answ: Sci/Tech\n",
      "3847] pred: Sci/Tech / answ: Sci/Tech\n",
      "3848] pred: Sports / answ: Sports\n",
      "3849] pred: Business / answ: Sci/Tech\n",
      "3850] pred: World / answ: World\n",
      "3851] pred: Sports / answ: Sports\n",
      "3852] pred: Sports / answ: Sports\n",
      "3853] pred: Sci/Tech / answ: Sci/Tech\n",
      "3854] pred: Business / answ: Business\n",
      "3855] pred: World / answ: World\n",
      "3856] pred: Business / answ: World\n",
      "3857] pred: Business / answ: Business\n",
      "3858] pred: Sports / answ: Sports\n",
      "3859] pred: Sports / answ: Sports\n",
      "3860] pred: World / answ: World\n",
      "3861] pred: World / answ: Business\n",
      "3862] pred: Business / answ: Business\n",
      "3863] pred: Sci/Tech / answ: World\n",
      "3864] pred: Business / answ: Business\n",
      "3865] pred: Sports / answ: Sports\n",
      "3866] pred: Business / answ: Business\n",
      "3867] pred: World / answ: Business\n",
      "3868] pred: Business / answ: Business\n",
      "3869] pred: Business / answ: Sci/Tech\n",
      "3870] pred: World / answ: Business\n",
      "3871] pred: Sports / answ: Sports\n",
      "3872] pred: Business / answ: Sci/Tech\n",
      "3873] pred: World / answ: World\n",
      "3874] pred: World / answ: World\n",
      "3875] pred: Business / answ: Business\n",
      "3876] pred: World / answ: World\n",
      "3877] pred: World / answ: World\n",
      "3878] pred: World / answ: World\n",
      "3879] pred: Sci/Tech / answ: Sci/Tech\n",
      "3880] pred: World / answ: Business\n",
      "3881] pred: Sports / answ: Sports\n",
      "3882] pred: World / answ: World\n",
      "3883] pred: Sci/Tech / answ: Sci/Tech\n",
      "3884] pred: Sports / answ: Sports\n",
      "3885] pred: Sports / answ: Sports\n",
      "3886] pred: World / answ: World\n",
      "3887] pred: Business / answ: Sci/Tech\n",
      "3888] pred: Sci/Tech / answ: Sci/Tech\n",
      "3889] pred: Business / answ: Business\n",
      "3890] pred: Business / answ: Business\n",
      "3891] pred: Business / answ: Sci/Tech\n",
      "3892] pred: Sports / answ: Sports\n",
      "3893] pred: World / answ: World\n",
      "3894] pred: Sports / answ: Sports\n",
      "3895] pred: World / answ: Sci/Tech\n",
      "3896] pred: World / answ: Sports\n",
      "3897] pred: World / answ: World\n",
      "3898] pred: Sports / answ: Sports\n",
      "3899] pred: Sports / answ: World\n",
      "3900] pred: Sports / answ: World\n",
      "3901] pred: World / answ: Sports\n",
      "3902] pred: Business / answ: Business\n",
      "3903] pred: World / answ: World\n",
      "3904] pred: World / answ: World\n",
      "3905] pred: Sports / answ: Sports\n",
      "3906] pred: World / answ: World\n",
      "3907] pred: Business / answ: Business\n",
      "3908] pred: Sports / answ: Sports\n",
      "3909] pred: World / answ: World\n",
      "3910] pred: World / answ: World\n",
      "3911] pred: World / answ: World\n",
      "3912] pred: World / answ: World\n",
      "3913] pred: World / answ: Sci/Tech\n",
      "3914] pred: World / answ: World\n",
      "3915] pred: World / answ: World\n",
      "3916] pred: Sci/Tech / answ: World\n",
      "3917] pred: Sports / answ: Sports\n",
      "3918] pred: World / answ: World\n",
      "3919] pred: Sports / answ: Sports\n",
      "3920] pred: World / answ: World\n",
      "3921] pred: Sports / answ: Sports\n",
      "3922] pred: Sci/Tech / answ: Sci/Tech\n",
      "3923] pred: Sports / answ: Sports\n",
      "3924] pred: World / answ: Sports\n",
      "3925] pred: World / answ: World\n",
      "3926] pred: Sports / answ: Sports\n",
      "3927] pred: Sports / answ: Sports\n",
      "3928] pred: World / answ: World\n",
      "3929] pred: World / answ: World\n",
      "3930] pred: World / answ: World\n",
      "3931] pred: World / answ: World\n",
      "3932] pred: Sports / answ: Sports\n",
      "3933] pred: Sports / answ: Sports\n",
      "3934] pred: Business / answ: Business\n",
      "3935] pred: Sports / answ: Sports\n",
      "3936] pred: Sports / answ: Sports\n",
      "3937] pred: Sports / answ: Sports\n",
      "3938] pred: Sports / answ: Sports\n",
      "3939] pred: Sports / answ: Sports\n",
      "3940] pred: Business / answ: Business\n",
      "3941] pred: Sports / answ: Sports\n",
      "3942] pred: Sports / answ: Sports\n",
      "3943] pred: World / answ: World\n",
      "3944] pred: Sports / answ: Sports\n",
      "3945] pred: Business / answ: Sci/Tech\n",
      "3946] pred: Sports / answ: Sports\n",
      "3947] pred: Sports / answ: Sports\n",
      "3948] pred: Sci/Tech / answ: World\n",
      "3949] pred: Business / answ: Business\n",
      "3950] pred: Business / answ: Sci/Tech\n",
      "3951] pred: Sports / answ: Sports\n",
      "3952] pred: Sports / answ: Sports\n",
      "3953] pred: Sports / answ: Sci/Tech\n",
      "3954] pred: Business / answ: Sci/Tech\n",
      "3955] pred: Sports / answ: Sports\n",
      "3956] pred: World / answ: World\n",
      "3957] pred: World / answ: World\n",
      "3958] pred: World / answ: World\n",
      "3959] pred: Sports / answ: Sports\n",
      "3960] pred: World / answ: World\n",
      "3961] pred: World / answ: Sports\n",
      "3962] pred: Sports / answ: Sports\n",
      "3963] pred: Sports / answ: Sports\n",
      "3964] pred: World / answ: Sci/Tech\n",
      "3965] pred: Sports / answ: Sports\n",
      "3966] pred: Sports / answ: Sports\n",
      "3967] pred: World / answ: World\n",
      "3968] pred: Sci/Tech / answ: Business\n",
      "3969] pred: Business / answ: Sci/Tech\n",
      "3970] pred: Sci/Tech / answ: Business\n",
      "3971] pred: World / answ: World\n",
      "3972] pred: Sports / answ: Sports\n",
      "3973] pred: Sports / answ: Sports\n",
      "3974] pred: Business / answ: Business\n",
      "3975] pred: Business / answ: Business\n",
      "3976] pred: World / answ: Business\n",
      "3977] pred: Business / answ: Business\n",
      "3978] pred: Sports / answ: Sports\n",
      "3979] pred: World / answ: World\n",
      "3980] pred: World / answ: World\n",
      "3981] pred: Sci/Tech / answ: World\n",
      "3982] pred: Sports / answ: Sports\n",
      "3983] pred: Sci/Tech / answ: Sci/Tech\n",
      "3984] pred: Sci/Tech / answ: Sci/Tech\n",
      "3985] pred: Business / answ: Sci/Tech\n",
      "3986] pred: Sci/Tech / answ: Sci/Tech\n",
      "3987] pred: World / answ: Sci/Tech\n",
      "3988] pred: Business / answ: Business\n",
      "3989] pred: Sci/Tech / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3990] pred: Business / answ: Business\n",
      "3991] pred: Sci/Tech / answ: Sci/Tech\n",
      "3992] pred: World / answ: World\n",
      "3993] pred: World / answ: Sci/Tech\n",
      "3994] pred: Business / answ: Sci/Tech\n",
      "3995] pred: World / answ: Sports\n",
      "3996] pred: Sports / answ: Sports\n",
      "3997] pred: Sports / answ: Sports\n",
      "3998] pred: Sci/Tech / answ: Sci/Tech\n",
      "3999] pred: World / answ: World\n",
      "4000] pred: Sci/Tech / answ: Business\n",
      "4001] pred: World / answ: World\n",
      "4002] pred: Business / answ: Business\n",
      "4003] pred: World / answ: Business\n",
      "4004] pred: World / answ: Sci/Tech\n",
      "4005] pred: World / answ: Sci/Tech\n",
      "4006] pred: World / answ: Business\n",
      "4007] pred: World / answ: World\n",
      "4008] pred: Business / answ: Business\n",
      "4009] pred: Business / answ: Sci/Tech\n",
      "4010] pred: World / answ: World\n",
      "4011] pred: Sports / answ: Sports\n",
      "4012] pred: Sci/Tech / answ: Sci/Tech\n",
      "4013] pred: Business / answ: Business\n",
      "4014] pred: Business / answ: Business\n",
      "4015] pred: World / answ: World\n",
      "4016] pred: World / answ: Sci/Tech\n",
      "4017] pred: Sci/Tech / answ: Sci/Tech\n",
      "4018] pred: Sports / answ: Sports\n",
      "4019] pred: Business / answ: Sports\n",
      "4020] pred: Business / answ: Business\n",
      "4021] pred: Business / answ: Sci/Tech\n",
      "4022] pred: Business / answ: Business\n",
      "4023] pred: World / answ: Sci/Tech\n",
      "4024] pred: Business / answ: Business\n",
      "4025] pred: Business / answ: Business\n",
      "4026] pred: Business / answ: Business\n",
      "4027] pred: Sports / answ: World\n",
      "4028] pred: Business / answ: World\n",
      "4029] pred: Sports / answ: World\n",
      "4030] pred: Business / answ: Sci/Tech\n",
      "4031] pred: Sports / answ: Sports\n",
      "4032] pred: World / answ: World\n",
      "4033] pred: Business / answ: Business\n",
      "4034] pred: Business / answ: Sports\n",
      "4035] pred: Business / answ: Business\n",
      "4036] pred: Sports / answ: Business\n",
      "4037] pred: Sports / answ: Sports\n",
      "4038] pred: World / answ: World\n",
      "4039] pred: World / answ: World\n",
      "4040] pred: Sports / answ: Sports\n",
      "4041] pred: Sports / answ: Sports\n",
      "4042] pred: Sports / answ: Sports\n",
      "4043] pred: Sports / answ: Sports\n",
      "4044] pred: World / answ: World\n",
      "4045] pred: Business / answ: Business\n",
      "4046] pred: Sports / answ: Sports\n",
      "4047] pred: World / answ: Sci/Tech\n",
      "4048] pred: Sci/Tech / answ: Sci/Tech\n",
      "4049] pred: Business / answ: Business\n",
      "4050] pred: Sports / answ: Sports\n",
      "4051] pred: Sci/Tech / answ: Sci/Tech\n",
      "4052] pred: Business / answ: Business\n",
      "4053] pred: World / answ: World\n",
      "4054] pred: Sports / answ: Sports\n",
      "4055] pred: World / answ: Business\n",
      "4056] pred: Business / answ: Business\n",
      "4057] pred: World / answ: Sci/Tech\n",
      "4058] pred: Sci/Tech / answ: Sci/Tech\n",
      "4059] pred: Business / answ: Business\n",
      "4060] pred: Business / answ: Business\n",
      "4061] pred: Sports / answ: Sports\n",
      "4062] pred: World / answ: World\n",
      "4063] pred: Business / answ: Business\n",
      "4064] pred: Sports / answ: Sports\n",
      "4065] pred: Business / answ: Business\n",
      "4066] pred: Sports / answ: Sports\n",
      "4067] pred: World / answ: World\n",
      "4068] pred: World / answ: World\n",
      "4069] pred: Business / answ: Sci/Tech\n",
      "4070] pred: Business / answ: Sci/Tech\n",
      "4071] pred: Sports / answ: Sports\n",
      "4072] pred: Sci/Tech / answ: Sci/Tech\n",
      "4073] pred: Business / answ: Sci/Tech\n",
      "4074] pred: Business / answ: Business\n",
      "4075] pred: Sci/Tech / answ: Sci/Tech\n",
      "4076] pred: World / answ: World\n",
      "4077] pred: World / answ: World\n",
      "4078] pred: Business / answ: Business\n",
      "4079] pred: Business / answ: Business\n",
      "4080] pred: World / answ: World\n",
      "4081] pred: Sci/Tech / answ: Sci/Tech\n",
      "4082] pred: Business / answ: Sci/Tech\n",
      "4083] pred: Business / answ: Sci/Tech\n",
      "4084] pred: Business / answ: Sci/Tech\n",
      "4085] pred: Business / answ: Sci/Tech\n",
      "4086] pred: Sci/Tech / answ: Sci/Tech\n",
      "4087] pred: World / answ: World\n",
      "4088] pred: Business / answ: World\n",
      "4089] pred: World / answ: Business\n",
      "4090] pred: Business / answ: Sci/Tech\n",
      "4091] pred: Sports / answ: Sports\n",
      "4092] pred: Sports / answ: Sports\n",
      "4093] pred: Business / answ: Business\n",
      "4094] pred: Sports / answ: Sports\n",
      "4095] pred: World / answ: World\n",
      "4096] pred: Business / answ: Business\n",
      "4097] pred: World / answ: Sci/Tech\n",
      "4098] pred: Business / answ: Business\n",
      "4099] pred: Sports / answ: Sports\n",
      "4100] pred: Business / answ: Sci/Tech\n",
      "4101] pred: Business / answ: Business\n",
      "4102] pred: Sci/Tech / answ: World\n",
      "4103] pred: Sci/Tech / answ: Sci/Tech\n",
      "4104] pred: World / answ: World\n",
      "4105] pred: Business / answ: Sci/Tech\n",
      "4106] pred: World / answ: World\n",
      "4107] pred: Sci/Tech / answ: Sci/Tech\n",
      "4108] pred: World / answ: World\n",
      "4109] pred: Business / answ: Business\n",
      "4110] pred: Business / answ: Business\n",
      "4111] pred: Business / answ: Sci/Tech\n",
      "4112] pred: Sports / answ: Sports\n",
      "4113] pred: Sports / answ: Sports\n",
      "4114] pred: Sci/Tech / answ: Sci/Tech\n",
      "4115] pred: Business / answ: Sci/Tech\n",
      "4116] pred: Business / answ: Business\n",
      "4117] pred: World / answ: World\n",
      "4118] pred: World / answ: World\n",
      "4119] pred: Business / answ: Business\n",
      "4120] pred: World / answ: Sci/Tech\n",
      "4121] pred: World / answ: Sci/Tech\n",
      "4122] pred: Business / answ: Sci/Tech\n",
      "4123] pred: Business / answ: Business\n",
      "4124] pred: Sports / answ: Sports\n",
      "4125] pred: Sports / answ: Sports\n",
      "4126] pred: Sports / answ: Sports\n",
      "4127] pred: World / answ: World\n",
      "4128] pred: Business / answ: Business\n",
      "4129] pred: Sports / answ: Sports\n",
      "4130] pred: Business / answ: Business\n",
      "4131] pred: World / answ: Sci/Tech\n",
      "4132] pred: Business / answ: Business\n",
      "4133] pred: World / answ: Business\n",
      "4134] pred: World / answ: World\n",
      "4135] pred: Sports / answ: Sports\n",
      "4136] pred: Business / answ: Business\n",
      "4137] pred: Sports / answ: World\n",
      "4138] pred: World / answ: Business\n",
      "4139] pred: World / answ: World\n",
      "4140] pred: Business / answ: Sci/Tech\n",
      "4141] pred: Sports / answ: Sports\n",
      "4142] pred: Sports / answ: Sports\n",
      "4143] pred: World / answ: World\n",
      "4144] pred: Sports / answ: Sports\n",
      "4145] pred: World / answ: Sci/Tech\n",
      "4146] pred: World / answ: World\n",
      "4147] pred: World / answ: World\n",
      "4148] pred: Business / answ: Sci/Tech\n",
      "4149] pred: Business / answ: Business\n",
      "4150] pred: World / answ: Sci/Tech\n",
      "4151] pred: Business / answ: Business\n",
      "4152] pred: Business / answ: Sci/Tech\n",
      "4153] pred: Business / answ: Sci/Tech\n",
      "4154] pred: World / answ: World\n",
      "4155] pred: World / answ: World\n",
      "4156] pred: World / answ: World\n",
      "4157] pred: Business / answ: Business\n",
      "4158] pred: Business / answ: Business\n",
      "4159] pred: Business / answ: Sci/Tech\n",
      "4160] pred: Business / answ: Business\n",
      "4161] pred: Business / answ: Business\n",
      "4162] pred: World / answ: World\n",
      "4163] pred: World / answ: Sci/Tech\n",
      "4164] pred: Business / answ: Business\n",
      "4165] pred: Business / answ: Business\n",
      "4166] pred: Business / answ: Business\n",
      "4167] pred: Sports / answ: Sports\n",
      "4168] pred: Business / answ: Business\n",
      "4169] pred: Business / answ: World\n",
      "4170] pred: Sports / answ: Sports\n",
      "4171] pred: World / answ: World\n",
      "4172] pred: Business / answ: Business\n",
      "4173] pred: Sci/Tech / answ: Sci/Tech\n",
      "4174] pred: Sci/Tech / answ: Sci/Tech\n",
      "4175] pred: Sports / answ: Sports\n",
      "4176] pred: World / answ: World\n",
      "4177] pred: Business / answ: Sci/Tech\n",
      "4178] pred: Business / answ: World\n",
      "4179] pred: Sports / answ: Sports\n",
      "4180] pred: Sports / answ: Sports\n",
      "4181] pred: Business / answ: Business\n",
      "4182] pred: World / answ: World\n",
      "4183] pred: World / answ: World\n",
      "4184] pred: World / answ: Sci/Tech\n",
      "4185] pred: World / answ: Business\n",
      "4186] pred: Sci/Tech / answ: Sci/Tech\n",
      "4187] pred: Business / answ: Sci/Tech\n",
      "4188] pred: World / answ: World\n",
      "4189] pred: Business / answ: Business\n",
      "4190] pred: Sports / answ: Sports\n",
      "4191] pred: Business / answ: Business\n",
      "4192] pred: Sports / answ: Sports\n",
      "4193] pred: Sports / answ: Sports\n",
      "4194] pred: Business / answ: Sci/Tech\n",
      "4195] pred: Business / answ: Sci/Tech\n",
      "4196] pred: Sports / answ: Sports\n",
      "4197] pred: World / answ: World\n",
      "4198] pred: Business / answ: Business\n",
      "4199] pred: Sports / answ: Sports\n",
      "4200] pred: World / answ: Sci/Tech\n",
      "4201] pred: Business / answ: Sci/Tech\n",
      "4202] pred: Sports / answ: Sports\n",
      "4203] pred: Sci/Tech / answ: Sci/Tech\n",
      "4204] pred: Business / answ: Sports\n",
      "4205] pred: Business / answ: Business\n",
      "4206] pred: Sports / answ: Sports\n",
      "4207] pred: Sports / answ: Sports\n",
      "4208] pred: World / answ: World\n",
      "4209] pred: World / answ: World\n",
      "4210] pred: World / answ: Business\n",
      "4211] pred: Sports / answ: World\n",
      "4212] pred: World / answ: World\n",
      "4213] pred: Sports / answ: Sports\n",
      "4214] pred: Business / answ: Business\n",
      "4215] pred: Sports / answ: Sports\n",
      "4216] pred: Business / answ: Business\n",
      "4217] pred: World / answ: World\n",
      "4218] pred: Sci/Tech / answ: Sci/Tech\n",
      "4219] pred: Business / answ: Business\n",
      "4220] pred: World / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4221] pred: Business / answ: Business\n",
      "4222] pred: Business / answ: Sci/Tech\n",
      "4223] pred: Business / answ: Business\n",
      "4224] pred: Sports / answ: Sports\n",
      "4225] pred: Sci/Tech / answ: Sci/Tech\n",
      "4226] pred: World / answ: Sci/Tech\n",
      "4227] pred: World / answ: World\n",
      "4228] pred: Business / answ: Business\n",
      "4229] pred: World / answ: World\n",
      "4230] pred: World / answ: Sci/Tech\n",
      "4231] pred: Business / answ: Sci/Tech\n",
      "4232] pred: Sci/Tech / answ: Sci/Tech\n",
      "4233] pred: World / answ: Business\n",
      "4234] pred: Sports / answ: World\n",
      "4235] pred: Business / answ: Business\n",
      "4236] pred: Business / answ: Business\n",
      "4237] pred: Sports / answ: Sports\n",
      "4238] pred: Sports / answ: Sports\n",
      "4239] pred: Sports / answ: Sports\n",
      "4240] pred: Sports / answ: Sports\n",
      "4241] pred: Business / answ: Business\n",
      "4242] pred: Business / answ: Business\n",
      "4243] pred: World / answ: World\n",
      "4244] pred: Sci/Tech / answ: Sci/Tech\n",
      "4245] pred: Sci/Tech / answ: Sci/Tech\n",
      "4246] pred: World / answ: World\n",
      "4247] pred: World / answ: World\n",
      "4248] pred: Business / answ: Sci/Tech\n",
      "4249] pred: Sports / answ: Business\n",
      "4250] pred: World / answ: World\n",
      "4251] pred: World / answ: World\n",
      "4252] pred: World / answ: Sci/Tech\n",
      "4253] pred: Business / answ: Business\n",
      "4254] pred: Business / answ: Business\n",
      "4255] pred: Business / answ: Business\n",
      "4256] pred: Business / answ: Business\n",
      "4257] pred: Business / answ: Sci/Tech\n",
      "4258] pred: World / answ: Sci/Tech\n",
      "4259] pred: Business / answ: Sci/Tech\n",
      "4260] pred: Sports / answ: Sports\n",
      "4261] pred: World / answ: World\n",
      "4262] pred: World / answ: World\n",
      "4263] pred: Business / answ: Business\n",
      "4264] pred: Business / answ: Sci/Tech\n",
      "4265] pred: Sports / answ: Sports\n",
      "4266] pred: Business / answ: Sci/Tech\n",
      "4267] pred: Sci/Tech / answ: Sci/Tech\n",
      "4268] pred: Business / answ: Sci/Tech\n",
      "4269] pred: Business / answ: Business\n",
      "4270] pred: Business / answ: Sci/Tech\n",
      "4271] pred: Sports / answ: Sports\n",
      "4272] pred: World / answ: Sci/Tech\n",
      "4273] pred: Sci/Tech / answ: Sports\n",
      "4274] pred: Sports / answ: Sports\n",
      "4275] pred: World / answ: Business\n",
      "4276] pred: Sports / answ: Sports\n",
      "4277] pred: Sci/Tech / answ: Sci/Tech\n",
      "4278] pred: World / answ: Sci/Tech\n",
      "4279] pred: Sports / answ: Sports\n",
      "4280] pred: Sports / answ: Sports\n",
      "4281] pred: Sports / answ: Sports\n",
      "4282] pred: World / answ: World\n",
      "4283] pred: Sports / answ: Sports\n",
      "4284] pred: Business / answ: Business\n",
      "4285] pred: World / answ: Sci/Tech\n",
      "4286] pred: World / answ: World\n",
      "4287] pred: Business / answ: Business\n",
      "4288] pred: Business / answ: Business\n",
      "4289] pred: Business / answ: Business\n",
      "4290] pred: World / answ: World\n",
      "4291] pred: World / answ: World\n",
      "4292] pred: Business / answ: Business\n",
      "4293] pred: Business / answ: Business\n",
      "4294] pred: Sci/Tech / answ: Sci/Tech\n",
      "4295] pred: World / answ: World\n",
      "4296] pred: Sports / answ: Sports\n",
      "4297] pred: Business / answ: Business\n",
      "4298] pred: Sports / answ: Sports\n",
      "4299] pred: World / answ: World\n",
      "4300] pred: Sports / answ: Sports\n",
      "4301] pred: Sports / answ: Sports\n",
      "4302] pred: Sports / answ: World\n",
      "4303] pred: World / answ: World\n",
      "4304] pred: Business / answ: Business\n",
      "4305] pred: Sci/Tech / answ: Sci/Tech\n",
      "4306] pred: Sci/Tech / answ: Sci/Tech\n",
      "4307] pred: World / answ: World\n",
      "4308] pred: Business / answ: Business\n",
      "4309] pred: Business / answ: Business\n",
      "4310] pred: Business / answ: Business\n",
      "4311] pred: Business / answ: Business\n",
      "4312] pred: Business / answ: Sci/Tech\n",
      "4313] pred: World / answ: World\n",
      "4314] pred: Sports / answ: Sports\n",
      "4315] pred: World / answ: World\n",
      "4316] pred: Business / answ: Sci/Tech\n",
      "4317] pred: Business / answ: Business\n",
      "4318] pred: Business / answ: Sci/Tech\n",
      "4319] pred: Business / answ: Sci/Tech\n",
      "4320] pred: Business / answ: Sci/Tech\n",
      "4321] pred: Sports / answ: Sports\n",
      "4322] pred: World / answ: Sci/Tech\n",
      "4323] pred: Business / answ: Sci/Tech\n",
      "4324] pred: Business / answ: Sci/Tech\n",
      "4325] pred: Sci/Tech / answ: World\n",
      "4326] pred: Business / answ: Business\n",
      "4327] pred: World / answ: Business\n",
      "4328] pred: Sports / answ: Sports\n",
      "4329] pred: Sports / answ: Sports\n",
      "4330] pred: Sports / answ: Sports\n",
      "4331] pred: World / answ: World\n",
      "4332] pred: World / answ: Sci/Tech\n",
      "4333] pred: Sports / answ: Sports\n",
      "4334] pred: World / answ: World\n",
      "4335] pred: Business / answ: Business\n",
      "4336] pred: World / answ: World\n",
      "4337] pred: Business / answ: Business\n",
      "4338] pred: World / answ: World\n",
      "4339] pred: World / answ: World\n",
      "4340] pred: World / answ: Business\n",
      "4341] pred: Sports / answ: Sports\n",
      "4342] pred: World / answ: Sci/Tech\n",
      "4343] pred: Sports / answ: Sports\n",
      "4344] pred: World / answ: World\n",
      "4345] pred: Sports / answ: Sports\n",
      "4346] pred: Business / answ: Sci/Tech\n",
      "4347] pred: Sports / answ: Sports\n",
      "4348] pred: Sports / answ: Sports\n",
      "4349] pred: Business / answ: Business\n",
      "4350] pred: Sports / answ: Sports\n",
      "4351] pred: Sci/Tech / answ: Sci/Tech\n",
      "4352] pred: Sports / answ: Sports\n",
      "4353] pred: World / answ: World\n",
      "4354] pred: Business / answ: Business\n",
      "4355] pred: Sports / answ: Sports\n",
      "4356] pred: Business / answ: Business\n",
      "4357] pred: World / answ: World\n",
      "4358] pred: World / answ: World\n",
      "4359] pred: World / answ: Business\n",
      "4360] pred: World / answ: World\n",
      "4361] pred: Sports / answ: Sports\n",
      "4362] pred: Sports / answ: Sports\n",
      "4363] pred: Business / answ: Business\n",
      "4364] pred: Sports / answ: Sports\n",
      "4365] pred: Business / answ: Business\n",
      "4366] pred: World / answ: Business\n",
      "4367] pred: Sports / answ: Sports\n",
      "4368] pred: Sports / answ: Sports\n",
      "4369] pred: World / answ: Sci/Tech\n",
      "4370] pred: World / answ: Sports\n",
      "4371] pred: World / answ: World\n",
      "4372] pred: World / answ: World\n",
      "4373] pred: Sports / answ: Sports\n",
      "4374] pred: World / answ: World\n",
      "4375] pred: World / answ: World\n",
      "4376] pred: World / answ: World\n",
      "4377] pred: Sports / answ: Sports\n",
      "4378] pred: World / answ: World\n",
      "4379] pred: Sports / answ: Sports\n",
      "4380] pred: World / answ: World\n",
      "4381] pred: Sci/Tech / answ: Sci/Tech\n",
      "4382] pred: Sci/Tech / answ: Sci/Tech\n",
      "4383] pred: Business / answ: Business\n",
      "4384] pred: Sports / answ: Sports\n",
      "4385] pred: World / answ: World\n",
      "4386] pred: World / answ: World\n",
      "4387] pred: Sports / answ: Sports\n",
      "4388] pred: Business / answ: Business\n",
      "4389] pred: World / answ: World\n",
      "4390] pred: Business / answ: Business\n",
      "4391] pred: Sports / answ: Sports\n",
      "4392] pred: Business / answ: Business\n",
      "4393] pred: Sports / answ: Sports\n",
      "4394] pred: World / answ: Business\n",
      "4395] pred: World / answ: Sci/Tech\n",
      "4396] pred: Business / answ: World\n",
      "4397] pred: Sports / answ: Sports\n",
      "4398] pred: World / answ: World\n",
      "4399] pred: World / answ: World\n",
      "4400] pred: Business / answ: Business\n",
      "4401] pred: World / answ: World\n",
      "4402] pred: Business / answ: Business\n",
      "4403] pred: World / answ: World\n",
      "4404] pred: Business / answ: Sports\n",
      "4405] pred: Sports / answ: Sports\n",
      "4406] pred: World / answ: World\n",
      "4407] pred: Sports / answ: Sports\n",
      "4408] pred: Business / answ: Business\n",
      "4409] pred: World / answ: World\n",
      "4410] pred: Sports / answ: Sports\n",
      "4411] pred: Sports / answ: Sports\n",
      "4412] pred: Business / answ: Business\n",
      "4413] pred: Business / answ: Business\n",
      "4414] pred: World / answ: World\n",
      "4415] pred: World / answ: World\n",
      "4416] pred: World / answ: World\n",
      "4417] pred: World / answ: World\n",
      "4418] pred: Sports / answ: Sports\n",
      "4419] pred: World / answ: World\n",
      "4420] pred: Sports / answ: Sports\n",
      "4421] pred: Sports / answ: Sports\n",
      "4422] pred: World / answ: World\n",
      "4423] pred: World / answ: World\n",
      "4424] pred: Sports / answ: Sports\n",
      "4425] pred: World / answ: World\n",
      "4426] pred: World / answ: World\n",
      "4427] pred: Sports / answ: Sports\n",
      "4428] pred: Sports / answ: Sports\n",
      "4429] pred: Sports / answ: Sports\n",
      "4430] pred: Business / answ: World\n",
      "4431] pred: Sports / answ: Sports\n",
      "4432] pred: Sports / answ: Sports\n",
      "4433] pred: World / answ: Sports\n",
      "4434] pred: Sports / answ: Sports\n",
      "4435] pred: Business / answ: Business\n",
      "4436] pred: Business / answ: Business\n",
      "4437] pred: Business / answ: Business\n",
      "4438] pred: Sports / answ: Sports\n",
      "4439] pred: World / answ: World\n",
      "4440] pred: World / answ: Business\n",
      "4441] pred: Business / answ: Sci/Tech\n",
      "4442] pred: Business / answ: Sci/Tech\n",
      "4443] pred: Sports / answ: Sports\n",
      "4444] pred: World / answ: World\n",
      "4445] pred: Sports / answ: Sports\n",
      "4446] pred: Sports / answ: Sports\n",
      "4447] pred: World / answ: World\n",
      "4448] pred: Business / answ: Business\n",
      "4449] pred: Sports / answ: Sports\n",
      "4450] pred: Sports / answ: Sports\n",
      "4451] pred: Business / answ: Sci/Tech\n",
      "4452] pred: World / answ: World\n",
      "4453] pred: World / answ: World\n",
      "4454] pred: Sports / answ: Sports\n",
      "4455] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4456] pred: World / answ: World\n",
      "4457] pred: Sports / answ: Sports\n",
      "4458] pred: Sports / answ: Sports\n",
      "4459] pred: World / answ: World\n",
      "4460] pred: Sports / answ: Sports\n",
      "4461] pred: Sports / answ: Sports\n",
      "4462] pred: World / answ: World\n",
      "4463] pred: World / answ: World\n",
      "4464] pred: Sports / answ: Sci/Tech\n",
      "4465] pred: Sports / answ: Sports\n",
      "4466] pred: World / answ: World\n",
      "4467] pred: Sci/Tech / answ: Sci/Tech\n",
      "4468] pred: World / answ: World\n",
      "4469] pred: Business / answ: World\n",
      "4470] pred: Sci/Tech / answ: Sci/Tech\n",
      "4471] pred: World / answ: World\n",
      "4472] pred: Business / answ: Business\n",
      "4473] pred: Business / answ: Business\n",
      "4474] pred: Business / answ: Business\n",
      "4475] pred: Sports / answ: Sports\n",
      "4476] pred: Sports / answ: Sports\n",
      "4477] pred: Business / answ: Business\n",
      "4478] pred: Business / answ: Business\n",
      "4479] pred: Business / answ: Business\n",
      "4480] pred: Business / answ: Sci/Tech\n",
      "4481] pred: Business / answ: World\n",
      "4482] pred: Business / answ: Sci/Tech\n",
      "4483] pred: World / answ: Sci/Tech\n",
      "4484] pred: World / answ: World\n",
      "4485] pred: World / answ: World\n",
      "4486] pred: Business / answ: Business\n",
      "4487] pred: Business / answ: Business\n",
      "4488] pred: Sci/Tech / answ: Sci/Tech\n",
      "4489] pred: Business / answ: Sci/Tech\n",
      "4490] pred: Business / answ: Business\n",
      "4491] pred: Sci/Tech / answ: Sci/Tech\n",
      "4492] pred: Sports / answ: Sports\n",
      "4493] pred: Sci/Tech / answ: Sci/Tech\n",
      "4494] pred: Sci/Tech / answ: Sci/Tech\n",
      "4495] pred: World / answ: World\n",
      "4496] pred: Business / answ: Business\n",
      "4497] pred: World / answ: World\n",
      "4498] pred: Sci/Tech / answ: Sci/Tech\n",
      "4499] pred: World / answ: Sci/Tech\n",
      "4500] pred: Sports / answ: Sports\n",
      "4501] pred: Business / answ: Business\n",
      "4502] pred: Sci/Tech / answ: Sci/Tech\n",
      "4503] pred: Business / answ: Sci/Tech\n",
      "4504] pred: World / answ: Business\n",
      "4505] pred: Sports / answ: Sports\n",
      "4506] pred: World / answ: Sci/Tech\n",
      "4507] pred: Business / answ: Sci/Tech\n",
      "4508] pred: World / answ: Business\n",
      "4509] pred: Sports / answ: Sports\n",
      "4510] pred: Business / answ: Business\n",
      "4511] pred: Sports / answ: Sports\n",
      "4512] pred: World / answ: World\n",
      "4513] pred: Sports / answ: Sports\n",
      "4514] pred: Business / answ: Sci/Tech\n",
      "4515] pred: Business / answ: Sci/Tech\n",
      "4516] pred: Sports / answ: Sports\n",
      "4517] pred: Business / answ: Business\n",
      "4518] pred: Business / answ: Business\n",
      "4519] pred: World / answ: World\n",
      "4520] pred: Business / answ: World\n",
      "4521] pred: Business / answ: Business\n",
      "4522] pred: Sports / answ: Sports\n",
      "4523] pred: Business / answ: Business\n",
      "4524] pred: Sports / answ: Sports\n",
      "4525] pred: Business / answ: Sci/Tech\n",
      "4526] pred: Sports / answ: Sports\n",
      "4527] pred: Business / answ: Sci/Tech\n",
      "4528] pred: World / answ: World\n",
      "4529] pred: Sports / answ: Sports\n",
      "4530] pred: World / answ: World\n",
      "4531] pred: Business / answ: Business\n",
      "4532] pred: Sports / answ: Sports\n",
      "4533] pred: Business / answ: Business\n",
      "4534] pred: World / answ: World\n",
      "4535] pred: Sports / answ: Sports\n",
      "4536] pred: Business / answ: Business\n",
      "4537] pred: Sports / answ: Sports\n",
      "4538] pred: World / answ: World\n",
      "4539] pred: Sports / answ: Sports\n",
      "4540] pred: World / answ: Sports\n",
      "4541] pred: World / answ: World\n",
      "4542] pred: Business / answ: Business\n",
      "4543] pred: Sports / answ: Sports\n",
      "4544] pred: World / answ: World\n",
      "4545] pred: World / answ: World\n",
      "4546] pred: Sci/Tech / answ: Sci/Tech\n",
      "4547] pred: World / answ: Sci/Tech\n",
      "4548] pred: World / answ: World\n",
      "4549] pred: World / answ: World\n",
      "4550] pred: Business / answ: Sci/Tech\n",
      "4551] pred: Business / answ: Sci/Tech\n",
      "4552] pred: Business / answ: Business\n",
      "4553] pred: Sci/Tech / answ: Sci/Tech\n",
      "4554] pred: Business / answ: Business\n",
      "4555] pred: Sci/Tech / answ: Sci/Tech\n",
      "4556] pred: Business / answ: Business\n",
      "4557] pred: Business / answ: Sci/Tech\n",
      "4558] pred: World / answ: World\n",
      "4559] pred: Business / answ: Sci/Tech\n",
      "4560] pred: Business / answ: Business\n",
      "4561] pred: World / answ: World\n",
      "4562] pred: World / answ: Business\n",
      "4563] pred: World / answ: World\n",
      "4564] pred: Business / answ: Sci/Tech\n",
      "4565] pred: World / answ: Business\n",
      "4566] pred: Business / answ: Business\n",
      "4567] pred: Business / answ: World\n",
      "4568] pred: Business / answ: Business\n",
      "4569] pred: World / answ: Sci/Tech\n",
      "4570] pred: World / answ: World\n",
      "4571] pred: Business / answ: Business\n",
      "4572] pred: Business / answ: Business\n",
      "4573] pred: Sports / answ: Sports\n",
      "4574] pred: World / answ: World\n",
      "4575] pred: World / answ: World\n",
      "4576] pred: Sci/Tech / answ: Sci/Tech\n",
      "4577] pred: World / answ: World\n",
      "4578] pred: World / answ: World\n",
      "4579] pred: Business / answ: Business\n",
      "4580] pred: Business / answ: Business\n",
      "4581] pred: Sports / answ: Sports\n",
      "4582] pred: Sci/Tech / answ: Sci/Tech\n",
      "4583] pred: Sports / answ: Sports\n",
      "4584] pred: Business / answ: Sci/Tech\n",
      "4585] pred: Sci/Tech / answ: Sci/Tech\n",
      "4586] pred: Sports / answ: Sports\n",
      "4587] pred: Business / answ: Business\n",
      "4588] pred: Business / answ: Sci/Tech\n",
      "4589] pred: World / answ: World\n",
      "4590] pred: World / answ: World\n",
      "4591] pred: Business / answ: Business\n",
      "4592] pred: Business / answ: Business\n",
      "4593] pred: Business / answ: Sci/Tech\n",
      "4594] pred: Sci/Tech / answ: Sci/Tech\n",
      "4595] pred: Sports / answ: Sports\n",
      "4596] pred: Business / answ: Sci/Tech\n",
      "4597] pred: Sci/Tech / answ: Sci/Tech\n",
      "4598] pred: World / answ: World\n",
      "4599] pred: Business / answ: Business\n",
      "4600] pred: Business / answ: Sci/Tech\n",
      "4601] pred: Sports / answ: Sports\n",
      "4602] pred: World / answ: World\n",
      "4603] pred: Business / answ: Business\n",
      "4604] pred: Business / answ: Sci/Tech\n",
      "4605] pred: World / answ: Sci/Tech\n",
      "4606] pred: Sports / answ: Sports\n",
      "4607] pred: Business / answ: World\n",
      "4608] pred: Business / answ: Sci/Tech\n",
      "4609] pred: Business / answ: Sci/Tech\n",
      "4610] pred: Sci/Tech / answ: Sci/Tech\n",
      "4611] pred: Business / answ: Business\n",
      "4612] pred: World / answ: World\n",
      "4613] pred: Business / answ: Business\n",
      "4614] pred: Sports / answ: Sports\n",
      "4615] pred: Sports / answ: Sports\n",
      "4616] pred: World / answ: World\n",
      "4617] pred: Sci/Tech / answ: Sci/Tech\n",
      "4618] pred: Business / answ: Business\n",
      "4619] pred: Sports / answ: Sports\n",
      "4620] pred: World / answ: World\n",
      "4621] pred: World / answ: World\n",
      "4622] pred: Business / answ: Sci/Tech\n",
      "4623] pred: Business / answ: Sci/Tech\n",
      "4624] pred: World / answ: World\n",
      "4625] pred: World / answ: Sports\n",
      "4626] pred: Sports / answ: Sports\n",
      "4627] pred: Business / answ: Business\n",
      "4628] pred: Sports / answ: Sports\n",
      "4629] pred: Business / answ: Business\n",
      "4630] pred: World / answ: Sports\n",
      "4631] pred: Sports / answ: Sports\n",
      "4632] pred: Sports / answ: Sports\n",
      "4633] pred: Business / answ: Business\n",
      "4634] pred: Sports / answ: Sports\n",
      "4635] pred: Business / answ: Business\n",
      "4636] pred: Sports / answ: Sports\n",
      "4637] pred: World / answ: World\n",
      "4638] pred: Business / answ: Business\n",
      "4639] pred: World / answ: World\n",
      "4640] pred: Sports / answ: Sports\n",
      "4641] pred: Business / answ: Sci/Tech\n",
      "4642] pred: World / answ: World\n",
      "4643] pred: Sci/Tech / answ: Sci/Tech\n",
      "4644] pred: World / answ: World\n",
      "4645] pred: Business / answ: Business\n",
      "4646] pred: Sports / answ: Sports\n",
      "4647] pred: World / answ: World\n",
      "4648] pred: World / answ: Sci/Tech\n",
      "4649] pred: Sports / answ: Sports\n",
      "4650] pred: Business / answ: World\n",
      "4651] pred: World / answ: World\n",
      "4652] pred: Business / answ: Business\n",
      "4653] pred: Business / answ: Business\n",
      "4654] pred: World / answ: World\n",
      "4655] pred: World / answ: Sci/Tech\n",
      "4656] pred: World / answ: World\n",
      "4657] pred: World / answ: World\n",
      "4658] pred: World / answ: Sports\n",
      "4659] pred: Sports / answ: Sports\n",
      "4660] pred: Sports / answ: Sports\n",
      "4661] pred: World / answ: Business\n",
      "4662] pred: Sci/Tech / answ: Sci/Tech\n",
      "4663] pred: Sci/Tech / answ: Sci/Tech\n",
      "4664] pred: World / answ: World\n",
      "4665] pred: World / answ: Sci/Tech\n",
      "4666] pred: World / answ: World\n",
      "4667] pred: Business / answ: Business\n",
      "4668] pred: World / answ: World\n",
      "4669] pred: Sports / answ: World\n",
      "4670] pred: Business / answ: Business\n",
      "4671] pred: Sci/Tech / answ: Sci/Tech\n",
      "4672] pred: World / answ: World\n",
      "4673] pred: Business / answ: Business\n",
      "4674] pred: Business / answ: Sci/Tech\n",
      "4675] pred: World / answ: World\n",
      "4676] pred: Business / answ: Sci/Tech\n",
      "4677] pred: World / answ: World\n",
      "4678] pred: Sci/Tech / answ: Sci/Tech\n",
      "4679] pred: World / answ: World\n",
      "4680] pred: Business / answ: Business\n",
      "4681] pred: Business / answ: Business\n",
      "4682] pred: Sci/Tech / answ: Sci/Tech\n",
      "4683] pred: Business / answ: World\n",
      "4684] pred: World / answ: Business\n",
      "4685] pred: World / answ: Business\n",
      "4686] pred: Business / answ: Business\n",
      "4687] pred: Business / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4688] pred: Business / answ: Business\n",
      "4689] pred: Business / answ: Business\n",
      "4690] pred: Sports / answ: Sports\n",
      "4691] pred: Sci/Tech / answ: Business\n",
      "4692] pred: World / answ: World\n",
      "4693] pred: Sports / answ: Sports\n",
      "4694] pred: World / answ: Sci/Tech\n",
      "4695] pred: Sports / answ: Sports\n",
      "4696] pred: Sports / answ: Sports\n",
      "4697] pred: World / answ: World\n",
      "4698] pred: Sports / answ: Sports\n",
      "4699] pred: World / answ: World\n",
      "4700] pred: World / answ: World\n",
      "4701] pred: Business / answ: Sci/Tech\n",
      "4702] pred: World / answ: Sports\n",
      "4703] pred: Business / answ: Business\n",
      "4704] pred: Business / answ: Sci/Tech\n",
      "4705] pred: Sports / answ: Sports\n",
      "4706] pred: Sci/Tech / answ: Sci/Tech\n",
      "4707] pred: Sports / answ: Sports\n",
      "4708] pred: World / answ: World\n",
      "4709] pred: World / answ: World\n",
      "4710] pred: Sports / answ: Sports\n",
      "4711] pred: World / answ: World\n",
      "4712] pred: World / answ: World\n",
      "4713] pred: Business / answ: Business\n",
      "4714] pred: Sci/Tech / answ: Sci/Tech\n",
      "4715] pred: World / answ: World\n",
      "4716] pred: World / answ: World\n",
      "4717] pred: Business / answ: Business\n",
      "4718] pred: Sci/Tech / answ: World\n",
      "4719] pred: Business / answ: Business\n",
      "4720] pred: World / answ: World\n",
      "4721] pred: Business / answ: Sci/Tech\n",
      "4722] pred: Business / answ: Business\n",
      "4723] pred: Sports / answ: Sports\n",
      "4724] pred: Sports / answ: Sports\n",
      "4725] pred: Sports / answ: Sports\n",
      "4726] pred: World / answ: World\n",
      "4727] pred: Business / answ: Business\n",
      "4728] pred: Sports / answ: Sports\n",
      "4729] pred: Sports / answ: Sports\n",
      "4730] pred: Sports / answ: Sports\n",
      "4731] pred: Sports / answ: Sports\n",
      "4732] pred: Sports / answ: Sports\n",
      "4733] pred: Sports / answ: Sports\n",
      "4734] pred: Sports / answ: World\n",
      "4735] pred: Business / answ: Business\n",
      "4736] pred: World / answ: World\n",
      "4737] pred: Sci/Tech / answ: Sci/Tech\n",
      "4738] pred: World / answ: Sci/Tech\n",
      "4739] pred: Business / answ: Business\n",
      "4740] pred: Business / answ: Sci/Tech\n",
      "4741] pred: Sci/Tech / answ: Sci/Tech\n",
      "4742] pred: Sci/Tech / answ: Sci/Tech\n",
      "4743] pred: Sports / answ: Sports\n",
      "4744] pred: Business / answ: Sci/Tech\n",
      "4745] pred: Business / answ: Sports\n",
      "4746] pred: Business / answ: Business\n",
      "4747] pred: Sports / answ: Sports\n",
      "4748] pred: World / answ: World\n",
      "4749] pred: Business / answ: Sci/Tech\n",
      "4750] pred: Business / answ: Business\n",
      "4751] pred: Business / answ: Business\n",
      "4752] pred: World / answ: World\n",
      "4753] pred: Business / answ: Business\n",
      "4754] pred: World / answ: Sci/Tech\n",
      "4755] pred: Sports / answ: Sports\n",
      "4756] pred: World / answ: Business\n",
      "4757] pred: World / answ: World\n",
      "4758] pred: Business / answ: Business\n",
      "4759] pred: Business / answ: Business\n",
      "4760] pred: Sci/Tech / answ: Sci/Tech\n",
      "4761] pred: World / answ: World\n",
      "4762] pred: World / answ: Sci/Tech\n",
      "4763] pred: Sci/Tech / answ: Sci/Tech\n",
      "4764] pred: World / answ: World\n",
      "4765] pred: Business / answ: Business\n",
      "4766] pred: Business / answ: Business\n",
      "4767] pred: World / answ: Sci/Tech\n",
      "4768] pred: Business / answ: Business\n",
      "4769] pred: World / answ: Business\n",
      "4770] pred: Sports / answ: Sports\n",
      "4771] pred: Sci/Tech / answ: Sci/Tech\n",
      "4772] pred: Sports / answ: Sports\n",
      "4773] pred: Business / answ: Business\n",
      "4774] pred: World / answ: World\n",
      "4775] pred: Sci/Tech / answ: Sci/Tech\n",
      "4776] pred: Sci/Tech / answ: Sci/Tech\n",
      "4777] pred: Sports / answ: Sports\n",
      "4778] pred: Sci/Tech / answ: Sci/Tech\n",
      "4779] pred: World / answ: Sci/Tech\n",
      "4780] pred: Sports / answ: Sports\n",
      "4781] pred: World / answ: Sports\n",
      "4782] pred: Sports / answ: Business\n",
      "4783] pred: Business / answ: Business\n",
      "4784] pred: Sci/Tech / answ: Sci/Tech\n",
      "4785] pred: Sports / answ: Sports\n",
      "4786] pred: Sports / answ: Sports\n",
      "4787] pred: Business / answ: Sci/Tech\n",
      "4788] pred: World / answ: World\n",
      "4789] pred: Business / answ: Sci/Tech\n",
      "4790] pred: World / answ: World\n",
      "4791] pred: Sports / answ: Sci/Tech\n",
      "4792] pred: Business / answ: Sci/Tech\n",
      "4793] pred: Business / answ: Sci/Tech\n",
      "4794] pred: Business / answ: Business\n",
      "4795] pred: Business / answ: Business\n",
      "4796] pred: Business / answ: Sci/Tech\n",
      "4797] pred: World / answ: World\n",
      "4798] pred: Business / answ: Business\n",
      "4799] pred: World / answ: World\n",
      "4800] pred: World / answ: World\n",
      "4801] pred: World / answ: Sci/Tech\n",
      "4802] pred: World / answ: World\n",
      "4803] pred: World / answ: Sci/Tech\n",
      "4804] pred: World / answ: World\n",
      "4805] pred: Sports / answ: Sports\n",
      "4806] pred: Sci/Tech / answ: Sci/Tech\n",
      "4807] pred: Business / answ: Business\n",
      "4808] pred: Sports / answ: Sports\n",
      "4809] pred: Sports / answ: Sports\n",
      "4810] pred: Business / answ: Business\n",
      "4811] pred: World / answ: World\n",
      "4812] pred: World / answ: World\n",
      "4813] pred: World / answ: World\n",
      "4814] pred: World / answ: World\n",
      "4815] pred: World / answ: Sci/Tech\n",
      "4816] pred: World / answ: World\n",
      "4817] pred: Sports / answ: Sports\n",
      "4818] pred: Business / answ: Sci/Tech\n",
      "4819] pred: Sports / answ: Sports\n",
      "4820] pred: World / answ: World\n",
      "4821] pred: World / answ: World\n",
      "4822] pred: Business / answ: Business\n",
      "4823] pred: Sports / answ: Sports\n",
      "4824] pred: Business / answ: Business\n",
      "4825] pred: Sports / answ: Sports\n",
      "4826] pred: Business / answ: Sci/Tech\n",
      "4827] pred: Business / answ: Sports\n",
      "4828] pred: Business / answ: Business\n",
      "4829] pred: World / answ: Sci/Tech\n",
      "4830] pred: Sports / answ: Sports\n",
      "4831] pred: World / answ: Sci/Tech\n",
      "4832] pred: Business / answ: Business\n",
      "4833] pred: Sports / answ: Sports\n",
      "4834] pred: World / answ: World\n",
      "4835] pred: Business / answ: Business\n",
      "4836] pred: Business / answ: Business\n",
      "4837] pred: Business / answ: Business\n",
      "4838] pred: World / answ: World\n",
      "4839] pred: Business / answ: Business\n",
      "4840] pred: Business / answ: Business\n",
      "4841] pred: World / answ: World\n",
      "4842] pred: Sports / answ: Sports\n",
      "4843] pred: World / answ: World\n",
      "4844] pred: Business / answ: Sci/Tech\n",
      "4845] pred: Sports / answ: Sports\n",
      "4846] pred: Business / answ: World\n",
      "4847] pred: World / answ: Sci/Tech\n",
      "4848] pred: World / answ: Sports\n",
      "4849] pred: Business / answ: Business\n",
      "4850] pred: Business / answ: Sci/Tech\n",
      "4851] pred: Sports / answ: Sports\n",
      "4852] pred: World / answ: World\n",
      "4853] pred: Business / answ: Sci/Tech\n",
      "4854] pred: Business / answ: Sports\n",
      "4855] pred: Business / answ: Sci/Tech\n",
      "4856] pred: Business / answ: Business\n",
      "4857] pred: Business / answ: Sci/Tech\n",
      "4858] pred: World / answ: World\n",
      "4859] pred: World / answ: World\n",
      "4860] pred: Sci/Tech / answ: Sci/Tech\n",
      "4861] pred: World / answ: World\n",
      "4862] pred: Business / answ: Business\n",
      "4863] pred: World / answ: World\n",
      "4864] pred: Business / answ: Business\n",
      "4865] pred: Business / answ: Business\n",
      "4866] pred: World / answ: Sci/Tech\n",
      "4867] pred: World / answ: Sci/Tech\n",
      "4868] pred: Sports / answ: Sports\n",
      "4869] pred: Business / answ: Sci/Tech\n",
      "4870] pred: Sci/Tech / answ: Sci/Tech\n",
      "4871] pred: World / answ: World\n",
      "4872] pred: Sci/Tech / answ: Sci/Tech\n",
      "4873] pred: World / answ: World\n",
      "4874] pred: World / answ: World\n",
      "4875] pred: Sports / answ: Sports\n",
      "4876] pred: Sports / answ: Sports\n",
      "4877] pred: Business / answ: Sci/Tech\n",
      "4878] pred: Sports / answ: Sports\n",
      "4879] pred: Sports / answ: Sports\n",
      "4880] pred: World / answ: World\n",
      "4881] pred: World / answ: World\n",
      "4882] pred: World / answ: Sports\n",
      "4883] pred: Sci/Tech / answ: Sci/Tech\n",
      "4884] pred: Sports / answ: Sports\n",
      "4885] pred: Sci/Tech / answ: Sci/Tech\n",
      "4886] pred: World / answ: World\n",
      "4887] pred: World / answ: Sports\n",
      "4888] pred: World / answ: Sci/Tech\n",
      "4889] pred: Sports / answ: Sports\n",
      "4890] pred: World / answ: World\n",
      "4891] pred: World / answ: Sci/Tech\n",
      "4892] pred: Sports / answ: Sports\n",
      "4893] pred: World / answ: World\n",
      "4894] pred: Sports / answ: Sports\n",
      "4895] pred: Sports / answ: Sports\n",
      "4896] pred: Sports / answ: Sports\n",
      "4897] pred: World / answ: World\n",
      "4898] pred: Business / answ: Sci/Tech\n",
      "4899] pred: Sports / answ: Sports\n",
      "4900] pred: World / answ: World\n",
      "4901] pred: Sports / answ: Sports\n",
      "4902] pred: World / answ: Business\n",
      "4903] pred: World / answ: Sports\n",
      "4904] pred: World / answ: Sci/Tech\n",
      "4905] pred: Sports / answ: Sports\n",
      "4906] pred: World / answ: Business\n",
      "4907] pred: Sports / answ: Sports\n",
      "4908] pred: Business / answ: Business\n",
      "4909] pred: World / answ: World\n",
      "4910] pred: World / answ: World\n",
      "4911] pred: World / answ: Sports\n",
      "4912] pred: Sports / answ: Sports\n",
      "4913] pred: Sports / answ: Sports\n",
      "4914] pred: Business / answ: Sports\n",
      "4915] pred: Sci/Tech / answ: Sci/Tech\n",
      "4916] pred: Business / answ: Business\n",
      "4917] pred: Business / answ: Sci/Tech\n",
      "4918] pred: World / answ: World\n",
      "4919] pred: Sports / answ: Sports\n",
      "4920] pred: Sports / answ: Sports\n",
      "4921] pred: World / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4922] pred: Sci/Tech / answ: World\n",
      "4923] pred: World / answ: World\n",
      "4924] pred: World / answ: World\n",
      "4925] pred: World / answ: Sports\n",
      "4926] pred: World / answ: World\n",
      "4927] pred: Sports / answ: Sports\n",
      "4928] pred: World / answ: Sci/Tech\n",
      "4929] pred: World / answ: Business\n",
      "4930] pred: Sports / answ: Sports\n",
      "4931] pred: Business / answ: Business\n",
      "4932] pred: Business / answ: Sci/Tech\n",
      "4933] pred: Sports / answ: Sports\n",
      "4934] pred: Business / answ: Business\n",
      "4935] pred: Sports / answ: Sports\n",
      "4936] pred: Business / answ: Sci/Tech\n",
      "4937] pred: World / answ: World\n",
      "4938] pred: Sports / answ: Sports\n",
      "4939] pred: World / answ: World\n",
      "4940] pred: World / answ: Business\n",
      "4941] pred: Business / answ: Business\n",
      "4942] pred: Business / answ: Sci/Tech\n",
      "4943] pred: Business / answ: Business\n",
      "4944] pred: Sci/Tech / answ: Sci/Tech\n",
      "4945] pred: World / answ: World\n",
      "4946] pred: Sports / answ: Sports\n",
      "4947] pred: World / answ: Sci/Tech\n",
      "4948] pred: World / answ: World\n",
      "4949] pred: Business / answ: Sci/Tech\n",
      "4950] pred: Business / answ: Business\n",
      "4951] pred: Sports / answ: Sports\n",
      "4952] pred: Business / answ: Business\n",
      "4953] pred: Sports / answ: Sports\n",
      "4954] pred: Sports / answ: Sports\n",
      "4955] pred: World / answ: Business\n",
      "4956] pred: Sports / answ: Sports\n",
      "4957] pred: Business / answ: Sci/Tech\n",
      "4958] pred: Business / answ: Sci/Tech\n",
      "4959] pred: Business / answ: Business\n",
      "4960] pred: World / answ: Sci/Tech\n",
      "4961] pred: Business / answ: Business\n",
      "4962] pred: Business / answ: Business\n",
      "4963] pred: Business / answ: Business\n",
      "4964] pred: Sports / answ: Sports\n",
      "4965] pred: Business / answ: Sci/Tech\n",
      "4966] pred: Business / answ: Business\n",
      "4967] pred: World / answ: World\n",
      "4968] pred: Sports / answ: Sports\n",
      "4969] pred: Business / answ: Business\n",
      "4970] pred: Sports / answ: Sports\n",
      "4971] pred: World / answ: World\n",
      "4972] pred: Business / answ: Business\n",
      "4973] pred: Sports / answ: Sports\n",
      "4974] pred: Sports / answ: Sports\n",
      "4975] pred: Business / answ: Business\n",
      "4976] pred: World / answ: Business\n",
      "4977] pred: Sports / answ: Sports\n",
      "4978] pred: Business / answ: Sci/Tech\n",
      "4979] pred: Business / answ: Business\n",
      "4980] pred: Business / answ: Business\n",
      "4981] pred: Business / answ: Business\n",
      "4982] pred: World / answ: World\n",
      "4983] pred: Sci/Tech / answ: Sci/Tech\n",
      "4984] pred: Business / answ: Business\n",
      "4985] pred: Sports / answ: Sports\n",
      "4986] pred: Business / answ: Business\n",
      "4987] pred: Business / answ: Business\n",
      "4988] pred: World / answ: Sci/Tech\n",
      "4989] pred: Business / answ: Business\n",
      "4990] pred: World / answ: World\n",
      "4991] pred: World / answ: Business\n",
      "4992] pred: World / answ: World\n",
      "4993] pred: Sports / answ: Sports\n",
      "4994] pred: Business / answ: Business\n",
      "4995] pred: Sports / answ: Sports\n",
      "4996] pred: Sports / answ: Sports\n",
      "4997] pred: Business / answ: World\n",
      "4998] pred: Sports / answ: Sports\n",
      "4999] pred: Business / answ: Business\n",
      "5000] pred: Business / answ: Business\n",
      "5001] pred: Business / answ: Business\n",
      "5002] pred: Sports / answ: Sports\n",
      "5003] pred: Sci/Tech / answ: Sci/Tech\n",
      "5004] pred: Business / answ: Business\n",
      "5005] pred: Sports / answ: Sports\n",
      "5006] pred: Business / answ: Sci/Tech\n",
      "5007] pred: Business / answ: Business\n",
      "5008] pred: World / answ: World\n",
      "5009] pred: Sports / answ: Sports\n",
      "5010] pred: World / answ: World\n",
      "5011] pred: World / answ: World\n",
      "5012] pred: World / answ: World\n",
      "5013] pred: Business / answ: Sci/Tech\n",
      "5014] pred: World / answ: World\n",
      "5015] pred: Sports / answ: Sports\n",
      "5016] pred: Sports / answ: Sports\n",
      "5017] pred: Sports / answ: Sports\n",
      "5018] pred: Business / answ: Business\n",
      "5019] pred: Business / answ: Business\n",
      "5020] pred: Business / answ: Business\n",
      "5021] pred: Sports / answ: Sports\n",
      "5022] pred: Sports / answ: Sports\n",
      "5023] pred: Sci/Tech / answ: Sci/Tech\n",
      "5024] pred: World / answ: Sports\n",
      "5025] pred: World / answ: Business\n",
      "5026] pred: Sports / answ: Sports\n",
      "5027] pred: Sports / answ: Sports\n",
      "5028] pred: Business / answ: Business\n",
      "5029] pred: Sports / answ: Sports\n",
      "5030] pred: Sports / answ: Sports\n",
      "5031] pred: Business / answ: Business\n",
      "5032] pred: Business / answ: Business\n",
      "5033] pred: World / answ: World\n",
      "5034] pred: Business / answ: Business\n",
      "5035] pred: Business / answ: Business\n",
      "5036] pred: Business / answ: Sci/Tech\n",
      "5037] pred: Sports / answ: Sports\n",
      "5038] pred: Sci/Tech / answ: Sci/Tech\n",
      "5039] pred: World / answ: World\n",
      "5040] pred: World / answ: Business\n",
      "5041] pred: World / answ: World\n",
      "5042] pred: World / answ: World\n",
      "5043] pred: Business / answ: Sci/Tech\n",
      "5044] pred: World / answ: Business\n",
      "5045] pred: World / answ: Sci/Tech\n",
      "5046] pred: Sports / answ: Sports\n",
      "5047] pred: Business / answ: Business\n",
      "5048] pred: Business / answ: Sci/Tech\n",
      "5049] pred: Business / answ: Sports\n",
      "5050] pred: Business / answ: Business\n",
      "5051] pred: World / answ: Business\n",
      "5052] pred: Sports / answ: Sports\n",
      "5053] pred: World / answ: Sci/Tech\n",
      "5054] pred: Business / answ: Business\n",
      "5055] pred: World / answ: World\n",
      "5056] pred: Business / answ: Sci/Tech\n",
      "5057] pred: Sports / answ: Sports\n",
      "5058] pred: Sports / answ: Sports\n",
      "5059] pred: Business / answ: Business\n",
      "5060] pred: Business / answ: Sci/Tech\n",
      "5061] pred: Sports / answ: Sports\n",
      "5062] pred: Business / answ: Business\n",
      "5063] pred: Business / answ: Business\n",
      "5064] pred: World / answ: Business\n",
      "5065] pred: Business / answ: Sci/Tech\n",
      "5066] pred: Sports / answ: Sports\n",
      "5067] pred: World / answ: Business\n",
      "5068] pred: World / answ: World\n",
      "5069] pred: World / answ: World\n",
      "5070] pred: Business / answ: Business\n",
      "5071] pred: Sports / answ: Sports\n",
      "5072] pred: World / answ: Sci/Tech\n",
      "5073] pred: Sports / answ: Sports\n",
      "5074] pred: Business / answ: Business\n",
      "5075] pred: Business / answ: Business\n",
      "5076] pred: Business / answ: Business\n",
      "5077] pred: Business / answ: Business\n",
      "5078] pred: World / answ: World\n",
      "5079] pred: Sports / answ: Sports\n",
      "5080] pred: Sci/Tech / answ: Sci/Tech\n",
      "5081] pred: World / answ: Sci/Tech\n",
      "5082] pred: World / answ: World\n",
      "5083] pred: World / answ: Business\n",
      "5084] pred: Business / answ: Business\n",
      "5085] pred: Sports / answ: Sports\n",
      "5086] pred: World / answ: World\n",
      "5087] pred: Business / answ: Business\n",
      "5088] pred: Sci/Tech / answ: Sci/Tech\n",
      "5089] pred: World / answ: World\n",
      "5090] pred: World / answ: Business\n",
      "5091] pred: Business / answ: Sci/Tech\n",
      "5092] pred: Business / answ: Business\n",
      "5093] pred: Sci/Tech / answ: Sci/Tech\n",
      "5094] pred: Business / answ: Sci/Tech\n",
      "5095] pred: Sports / answ: Sports\n",
      "5096] pred: World / answ: World\n",
      "5097] pred: Sports / answ: Sports\n",
      "5098] pred: Sports / answ: Sports\n",
      "5099] pred: Sports / answ: Sports\n",
      "5100] pred: Sci/Tech / answ: Sci/Tech\n",
      "5101] pred: Business / answ: Sci/Tech\n",
      "5102] pred: World / answ: Business\n",
      "5103] pred: World / answ: Sci/Tech\n",
      "5104] pred: Sports / answ: Sports\n",
      "5105] pred: Business / answ: Business\n",
      "5106] pred: Business / answ: Business\n",
      "5107] pred: World / answ: World\n",
      "5108] pred: Business / answ: Business\n",
      "5109] pred: Business / answ: Business\n",
      "5110] pred: Sports / answ: Sports\n",
      "5111] pred: World / answ: Sci/Tech\n",
      "5112] pred: World / answ: World\n",
      "5113] pred: Business / answ: Business\n",
      "5114] pred: World / answ: Sci/Tech\n",
      "5115] pred: Sci/Tech / answ: Sci/Tech\n",
      "5116] pred: World / answ: World\n",
      "5117] pred: Business / answ: Business\n",
      "5118] pred: World / answ: World\n",
      "5119] pred: Business / answ: Business\n",
      "5120] pred: Sports / answ: Sports\n",
      "5121] pred: World / answ: World\n",
      "5122] pred: World / answ: World\n",
      "5123] pred: Sci/Tech / answ: Sci/Tech\n",
      "5124] pred: World / answ: World\n",
      "5125] pred: Business / answ: World\n",
      "5126] pred: Sports / answ: Business\n",
      "5127] pred: World / answ: Sci/Tech\n",
      "5128] pred: Sports / answ: World\n",
      "5129] pred: Business / answ: Business\n",
      "5130] pred: Sci/Tech / answ: Sci/Tech\n",
      "5131] pred: Business / answ: Sci/Tech\n",
      "5132] pred: World / answ: Sci/Tech\n",
      "5133] pred: Business / answ: Business\n",
      "5134] pred: World / answ: Sci/Tech\n",
      "5135] pred: Business / answ: Sci/Tech\n",
      "5136] pred: Business / answ: Sci/Tech\n",
      "5137] pred: Business / answ: Business\n",
      "5138] pred: Sci/Tech / answ: Sci/Tech\n",
      "5139] pred: Business / answ: Sci/Tech\n",
      "5140] pred: Business / answ: Sci/Tech\n",
      "5141] pred: Business / answ: Sci/Tech\n",
      "5142] pred: Business / answ: World\n",
      "5143] pred: World / answ: Business\n",
      "5144] pred: Business / answ: Sci/Tech\n",
      "5145] pred: World / answ: Sci/Tech\n",
      "5146] pred: Business / answ: Business\n",
      "5147] pred: World / answ: Sci/Tech\n",
      "5148] pred: World / answ: Sci/Tech\n",
      "5149] pred: Business / answ: Business\n",
      "5150] pred: World / answ: World\n",
      "5151] pred: World / answ: Sci/Tech\n",
      "5152] pred: World / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5153] pred: Business / answ: Business\n",
      "5154] pred: World / answ: Sci/Tech\n",
      "5155] pred: World / answ: World\n",
      "5156] pred: World / answ: World\n",
      "5157] pred: Sports / answ: Sports\n",
      "5158] pred: Business / answ: Business\n",
      "5159] pred: Business / answ: Sci/Tech\n",
      "5160] pred: Business / answ: Business\n",
      "5161] pred: Sci/Tech / answ: Sci/Tech\n",
      "5162] pred: Business / answ: Business\n",
      "5163] pred: World / answ: World\n",
      "5164] pred: Sci/Tech / answ: World\n",
      "5165] pred: Business / answ: Business\n",
      "5166] pred: Business / answ: Sci/Tech\n",
      "5167] pred: Business / answ: Sci/Tech\n",
      "5168] pred: Sports / answ: Sports\n",
      "5169] pred: World / answ: World\n",
      "5170] pred: Business / answ: Sci/Tech\n",
      "5171] pred: Sci/Tech / answ: Sci/Tech\n",
      "5172] pred: Business / answ: Business\n",
      "5173] pred: Business / answ: Business\n",
      "5174] pred: World / answ: World\n",
      "5175] pred: Business / answ: Business\n",
      "5176] pred: Business / answ: Business\n",
      "5177] pred: Business / answ: Sci/Tech\n",
      "5178] pred: Sports / answ: Sports\n",
      "5179] pred: World / answ: Sci/Tech\n",
      "5180] pred: World / answ: Sci/Tech\n",
      "5181] pred: Business / answ: Sci/Tech\n",
      "5182] pred: World / answ: Sci/Tech\n",
      "5183] pred: Sports / answ: Sports\n",
      "5184] pred: World / answ: World\n",
      "5185] pred: Business / answ: Sci/Tech\n",
      "5186] pred: Business / answ: Sci/Tech\n",
      "5187] pred: Business / answ: Sci/Tech\n",
      "5188] pred: World / answ: World\n",
      "5189] pred: Sci/Tech / answ: Sci/Tech\n",
      "5190] pred: Sci/Tech / answ: Sci/Tech\n",
      "5191] pred: World / answ: World\n",
      "5192] pred: Sci/Tech / answ: Sci/Tech\n",
      "5193] pred: World / answ: World\n",
      "5194] pred: Sports / answ: Sports\n",
      "5195] pred: Sports / answ: Sports\n",
      "5196] pred: Business / answ: Sci/Tech\n",
      "5197] pred: Business / answ: Business\n",
      "5198] pred: Sports / answ: Sports\n",
      "5199] pred: Business / answ: Business\n",
      "5200] pred: Sports / answ: Sports\n",
      "5201] pred: World / answ: World\n",
      "5202] pred: Sports / answ: Sports\n",
      "5203] pred: World / answ: World\n",
      "5204] pred: Business / answ: Business\n",
      "5205] pred: Sports / answ: Sports\n",
      "5206] pred: World / answ: World\n",
      "5207] pred: World / answ: World\n",
      "5208] pred: World / answ: World\n",
      "5209] pred: Sports / answ: Sports\n",
      "5210] pred: Sports / answ: Sports\n",
      "5211] pred: Sports / answ: Sports\n",
      "5212] pred: Sports / answ: Sports\n",
      "5213] pred: Sports / answ: Sports\n",
      "5214] pred: Sports / answ: Sports\n",
      "5215] pred: Sports / answ: Sports\n",
      "5216] pred: Business / answ: Business\n",
      "5217] pred: World / answ: Business\n",
      "5218] pred: Sports / answ: Sports\n",
      "5219] pred: Business / answ: World\n",
      "5220] pred: Sports / answ: Sports\n",
      "5221] pred: World / answ: World\n",
      "5222] pred: Business / answ: Business\n",
      "5223] pred: Business / answ: Business\n",
      "5224] pred: Business / answ: Business\n",
      "5225] pred: Business / answ: Business\n",
      "5226] pred: Sports / answ: Sports\n",
      "5227] pred: World / answ: World\n",
      "5228] pred: Sports / answ: Sports\n",
      "5229] pred: Sports / answ: Sports\n",
      "5230] pred: World / answ: World\n",
      "5231] pred: World / answ: World\n",
      "5232] pred: Business / answ: Business\n",
      "5233] pred: Business / answ: Sci/Tech\n",
      "5234] pred: Sports / answ: Sports\n",
      "5235] pred: World / answ: World\n",
      "5236] pred: World / answ: World\n",
      "5237] pred: World / answ: World\n",
      "5238] pred: Sci/Tech / answ: Sci/Tech\n",
      "5239] pred: Sports / answ: Sports\n",
      "5240] pred: Sports / answ: Sports\n",
      "5241] pred: Sports / answ: Sports\n",
      "5242] pred: Sports / answ: Sports\n",
      "5243] pred: World / answ: World\n",
      "5244] pred: World / answ: Business\n",
      "5245] pred: World / answ: World\n",
      "5246] pred: World / answ: World\n",
      "5247] pred: World / answ: World\n",
      "5248] pred: Sports / answ: Sports\n",
      "5249] pred: World / answ: World\n",
      "5250] pred: World / answ: World\n",
      "5251] pred: World / answ: World\n",
      "5252] pred: Business / answ: Business\n",
      "5253] pred: Sports / answ: Sports\n",
      "5254] pred: World / answ: World\n",
      "5255] pred: World / answ: World\n",
      "5256] pred: World / answ: World\n",
      "5257] pred: World / answ: World\n",
      "5258] pred: Business / answ: Business\n",
      "5259] pred: Business / answ: Business\n",
      "5260] pred: Sci/Tech / answ: Sci/Tech\n",
      "5261] pred: Sports / answ: Sports\n",
      "5262] pred: Sports / answ: Sports\n",
      "5263] pred: Sports / answ: World\n",
      "5264] pred: Business / answ: Sci/Tech\n",
      "5265] pred: Business / answ: Sci/Tech\n",
      "5266] pred: Business / answ: Business\n",
      "5267] pred: Sports / answ: Sports\n",
      "5268] pred: Sports / answ: Sports\n",
      "5269] pred: Sports / answ: Sports\n",
      "5270] pred: Business / answ: Business\n",
      "5271] pred: World / answ: World\n",
      "5272] pred: World / answ: World\n",
      "5273] pred: Business / answ: Business\n",
      "5274] pred: World / answ: World\n",
      "5275] pred: Business / answ: Sci/Tech\n",
      "5276] pred: World / answ: World\n",
      "5277] pred: World / answ: Business\n",
      "5278] pred: Sports / answ: Sports\n",
      "5279] pred: Sports / answ: Sports\n",
      "5280] pred: Business / answ: Business\n",
      "5281] pred: Business / answ: Business\n",
      "5282] pred: Business / answ: Business\n",
      "5283] pred: Business / answ: Business\n",
      "5284] pred: World / answ: Sports\n",
      "5285] pred: Sci/Tech / answ: Business\n",
      "5286] pred: World / answ: World\n",
      "5287] pred: World / answ: World\n",
      "5288] pred: Sci/Tech / answ: Sci/Tech\n",
      "5289] pred: Sports / answ: Sports\n",
      "5290] pred: Sports / answ: Sports\n",
      "5291] pred: World / answ: World\n",
      "5292] pred: Business / answ: Business\n",
      "5293] pred: Business / answ: Sci/Tech\n",
      "5294] pred: Sports / answ: Sports\n",
      "5295] pred: World / answ: Business\n",
      "5296] pred: World / answ: World\n",
      "5297] pred: Business / answ: Sci/Tech\n",
      "5298] pred: Business / answ: Sci/Tech\n",
      "5299] pred: Business / answ: Business\n",
      "5300] pred: Business / answ: Business\n",
      "5301] pred: Business / answ: Business\n",
      "5302] pred: Business / answ: Business\n",
      "5303] pred: Business / answ: Business\n",
      "5304] pred: World / answ: World\n",
      "5305] pred: Business / answ: Sci/Tech\n",
      "5306] pred: Business / answ: Sci/Tech\n",
      "5307] pred: Business / answ: Sci/Tech\n",
      "5308] pred: Sci/Tech / answ: Business\n",
      "5309] pred: Business / answ: Business\n",
      "5310] pred: World / answ: World\n",
      "5311] pred: Sci/Tech / answ: Sci/Tech\n",
      "5312] pred: Business / answ: Sci/Tech\n",
      "5313] pred: World / answ: Business\n",
      "5314] pred: Business / answ: Business\n",
      "5315] pred: Business / answ: Business\n",
      "5316] pred: Business / answ: Business\n",
      "5317] pred: Business / answ: Sci/Tech\n",
      "5318] pred: Sci/Tech / answ: Sci/Tech\n",
      "5319] pred: Sports / answ: Sports\n",
      "5320] pred: World / answ: World\n",
      "5321] pred: Business / answ: Business\n",
      "5322] pred: World / answ: Sci/Tech\n",
      "5323] pred: Sci/Tech / answ: Sci/Tech\n",
      "5324] pred: Business / answ: Sci/Tech\n",
      "5325] pred: Business / answ: Sci/Tech\n",
      "5326] pred: Business / answ: Sci/Tech\n",
      "5327] pred: Sports / answ: Sports\n",
      "5328] pred: Business / answ: Sci/Tech\n",
      "5329] pred: Business / answ: Sci/Tech\n",
      "5330] pred: Business / answ: Sci/Tech\n",
      "5331] pred: World / answ: Sci/Tech\n",
      "5332] pred: Sports / answ: Sports\n",
      "5333] pred: Business / answ: Business\n",
      "5334] pred: Sports / answ: Sports\n",
      "5335] pred: Business / answ: Business\n",
      "5336] pred: Business / answ: Business\n",
      "5337] pred: Business / answ: World\n",
      "5338] pred: Sci/Tech / answ: Sci/Tech\n",
      "5339] pred: Business / answ: Sci/Tech\n",
      "5340] pred: Business / answ: Sci/Tech\n",
      "5341] pred: Business / answ: Sci/Tech\n",
      "5342] pred: Sci/Tech / answ: Sci/Tech\n",
      "5343] pred: Business / answ: Business\n",
      "5344] pred: Business / answ: Business\n",
      "5345] pred: Sci/Tech / answ: Sci/Tech\n",
      "5346] pred: Business / answ: Business\n",
      "5347] pred: Sci/Tech / answ: Sci/Tech\n",
      "5348] pred: Sports / answ: Sports\n",
      "5349] pred: World / answ: World\n",
      "5350] pred: Business / answ: Business\n",
      "5351] pred: Sci/Tech / answ: Sci/Tech\n",
      "5352] pred: Sports / answ: Sports\n",
      "5353] pred: Business / answ: Business\n",
      "5354] pred: Business / answ: Sci/Tech\n",
      "5355] pred: Sports / answ: Sports\n",
      "5356] pred: World / answ: World\n",
      "5357] pred: World / answ: Sci/Tech\n",
      "5358] pred: World / answ: World\n",
      "5359] pred: World / answ: World\n",
      "5360] pred: World / answ: World\n",
      "5361] pred: Sci/Tech / answ: Sci/Tech\n",
      "5362] pred: Sports / answ: Sports\n",
      "5363] pred: Business / answ: Business\n",
      "5364] pred: World / answ: Business\n",
      "5365] pred: World / answ: Business\n",
      "5366] pred: Business / answ: Business\n",
      "5367] pred: Business / answ: Sci/Tech\n",
      "5368] pred: Sports / answ: Sports\n",
      "5369] pred: World / answ: World\n",
      "5370] pred: Business / answ: Business\n",
      "5371] pred: Business / answ: Business\n",
      "5372] pred: Business / answ: Sci/Tech\n",
      "5373] pred: World / answ: Sci/Tech\n",
      "5374] pred: Business / answ: Business\n",
      "5375] pred: Business / answ: Business\n",
      "5376] pred: World / answ: Sci/Tech\n",
      "5377] pred: Sports / answ: Sports\n",
      "5378] pred: World / answ: World\n",
      "5379] pred: World / answ: World\n",
      "5380] pred: World / answ: Business\n",
      "5381] pred: World / answ: Business\n",
      "5382] pred: Business / answ: Sci/Tech\n",
      "5383] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5384] pred: World / answ: World\n",
      "5385] pred: Business / answ: Sci/Tech\n",
      "5386] pred: World / answ: Sci/Tech\n",
      "5387] pred: Business / answ: Sci/Tech\n",
      "5388] pred: Sci/Tech / answ: Sci/Tech\n",
      "5389] pred: Sports / answ: Sports\n",
      "5390] pred: Sci/Tech / answ: Sci/Tech\n",
      "5391] pred: Business / answ: Sci/Tech\n",
      "5392] pred: Business / answ: Business\n",
      "5393] pred: Sci/Tech / answ: Sci/Tech\n",
      "5394] pred: Sci/Tech / answ: Sci/Tech\n",
      "5395] pred: Sci/Tech / answ: Sci/Tech\n",
      "5396] pred: Business / answ: Business\n",
      "5397] pred: World / answ: Sci/Tech\n",
      "5398] pred: Business / answ: Sci/Tech\n",
      "5399] pred: Business / answ: Business\n",
      "5400] pred: Sports / answ: Sports\n",
      "5401] pred: Sports / answ: Sports\n",
      "5402] pred: Sci/Tech / answ: Sci/Tech\n",
      "5403] pred: Business / answ: Business\n",
      "5404] pred: World / answ: Business\n",
      "5405] pred: Business / answ: Business\n",
      "5406] pred: Sports / answ: Sports\n",
      "5407] pred: Sports / answ: Sports\n",
      "5408] pred: Business / answ: Sci/Tech\n",
      "5409] pred: Business / answ: Sci/Tech\n",
      "5410] pred: Business / answ: Sci/Tech\n",
      "5411] pred: Sports / answ: Sci/Tech\n",
      "5412] pred: World / answ: World\n",
      "5413] pred: Sci/Tech / answ: Business\n",
      "5414] pred: Business / answ: Sci/Tech\n",
      "5415] pred: World / answ: World\n",
      "5416] pred: Sci/Tech / answ: Sci/Tech\n",
      "5417] pred: World / answ: Sci/Tech\n",
      "5418] pred: Business / answ: Business\n",
      "5419] pred: Business / answ: Business\n",
      "5420] pred: World / answ: World\n",
      "5421] pred: World / answ: Sci/Tech\n",
      "5422] pred: Sci/Tech / answ: Sci/Tech\n",
      "5423] pred: Business / answ: Business\n",
      "5424] pred: Sports / answ: Sports\n",
      "5425] pred: Sports / answ: Sports\n",
      "5426] pred: Business / answ: Business\n",
      "5427] pred: Sci/Tech / answ: Sci/Tech\n",
      "5428] pred: Sci/Tech / answ: Sci/Tech\n",
      "5429] pred: World / answ: World\n",
      "5430] pred: Business / answ: Sports\n",
      "5431] pred: World / answ: Business\n",
      "5432] pred: Business / answ: Business\n",
      "5433] pred: Sci/Tech / answ: Business\n",
      "5434] pred: Business / answ: Sci/Tech\n",
      "5435] pred: Sci/Tech / answ: Sci/Tech\n",
      "5436] pred: Business / answ: Sci/Tech\n",
      "5437] pred: Sports / answ: Sports\n",
      "5438] pred: Sci/Tech / answ: Sci/Tech\n",
      "5439] pred: Business / answ: Sci/Tech\n",
      "5440] pred: World / answ: World\n",
      "5441] pred: World / answ: World\n",
      "5442] pred: World / answ: Sci/Tech\n",
      "5443] pred: World / answ: Sports\n",
      "5444] pred: Business / answ: World\n",
      "5445] pred: World / answ: World\n",
      "5446] pred: Sci/Tech / answ: Sci/Tech\n",
      "5447] pred: Business / answ: Business\n",
      "5448] pred: Business / answ: Business\n",
      "5449] pred: Sci/Tech / answ: Sports\n",
      "5450] pred: Business / answ: Business\n",
      "5451] pred: World / answ: World\n",
      "5452] pred: Business / answ: Sci/Tech\n",
      "5453] pred: Sci/Tech / answ: Sci/Tech\n",
      "5454] pred: World / answ: World\n",
      "5455] pred: Sci/Tech / answ: Sci/Tech\n",
      "5456] pred: Sports / answ: Sports\n",
      "5457] pred: Business / answ: Sci/Tech\n",
      "5458] pred: Sports / answ: Sports\n",
      "5459] pred: World / answ: Sports\n",
      "5460] pred: Business / answ: Business\n",
      "5461] pred: Sci/Tech / answ: Sci/Tech\n",
      "5462] pred: World / answ: Sci/Tech\n",
      "5463] pred: World / answ: World\n",
      "5464] pred: World / answ: Sci/Tech\n",
      "5465] pred: World / answ: Business\n",
      "5466] pred: World / answ: Sci/Tech\n",
      "5467] pred: Sports / answ: Sports\n",
      "5468] pred: Business / answ: Sci/Tech\n",
      "5469] pred: Business / answ: Sci/Tech\n",
      "5470] pred: World / answ: Business\n",
      "5471] pred: World / answ: World\n",
      "5472] pred: Business / answ: Business\n",
      "5473] pred: Sports / answ: Sports\n",
      "5474] pred: Business / answ: Business\n",
      "5475] pred: Business / answ: Business\n",
      "5476] pred: Business / answ: Business\n",
      "5477] pred: Business / answ: Sci/Tech\n",
      "5478] pred: Sports / answ: Sports\n",
      "5479] pred: Business / answ: Business\n",
      "5480] pred: World / answ: Sci/Tech\n",
      "5481] pred: Business / answ: Business\n",
      "5482] pred: Business / answ: Sci/Tech\n",
      "5483] pred: Business / answ: Business\n",
      "5484] pred: Sports / answ: Sports\n",
      "5485] pred: Business / answ: Sci/Tech\n",
      "5486] pred: Business / answ: Sci/Tech\n",
      "5487] pred: World / answ: World\n",
      "5488] pred: World / answ: World\n",
      "5489] pred: Business / answ: Business\n",
      "5490] pred: Sports / answ: Sports\n",
      "5491] pred: Sports / answ: Sports\n",
      "5492] pred: World / answ: Business\n",
      "5493] pred: Business / answ: Business\n",
      "5494] pred: Sports / answ: Sports\n",
      "5495] pred: Business / answ: Business\n",
      "5496] pred: Sports / answ: Sports\n",
      "5497] pred: World / answ: World\n",
      "5498] pred: World / answ: Business\n",
      "5499] pred: Sports / answ: Sports\n",
      "5500] pred: World / answ: World\n",
      "5501] pred: Business / answ: Business\n",
      "5502] pred: Business / answ: Business\n",
      "5503] pred: Sports / answ: Sports\n",
      "5504] pred: Business / answ: Business\n",
      "5505] pred: Business / answ: Business\n",
      "5506] pred: Business / answ: Business\n",
      "5507] pred: Sports / answ: Sports\n",
      "5508] pred: Sci/Tech / answ: Sci/Tech\n",
      "5509] pred: Sports / answ: Sports\n",
      "5510] pred: World / answ: World\n",
      "5511] pred: World / answ: Sci/Tech\n",
      "5512] pred: Business / answ: Sci/Tech\n",
      "5513] pred: World / answ: World\n",
      "5514] pred: Sci/Tech / answ: Sci/Tech\n",
      "5515] pred: Business / answ: Sci/Tech\n",
      "5516] pred: World / answ: World\n",
      "5517] pred: World / answ: World\n",
      "5518] pred: Business / answ: Business\n",
      "5519] pred: Business / answ: Business\n",
      "5520] pred: World / answ: World\n",
      "5521] pred: World / answ: World\n",
      "5522] pred: Sports / answ: Sports\n",
      "5523] pred: Business / answ: Business\n",
      "5524] pred: Business / answ: Business\n",
      "5525] pred: Business / answ: Sci/Tech\n",
      "5526] pred: Sci/Tech / answ: Sci/Tech\n",
      "5527] pred: World / answ: World\n",
      "5528] pred: Business / answ: Business\n",
      "5529] pred: World / answ: Sports\n",
      "5530] pred: Business / answ: Business\n",
      "5531] pred: Sci/Tech / answ: Sci/Tech\n",
      "5532] pred: Business / answ: Business\n",
      "5533] pred: Sci/Tech / answ: Sci/Tech\n",
      "5534] pred: World / answ: World\n",
      "5535] pred: Business / answ: Business\n",
      "5536] pred: Sports / answ: Sports\n",
      "5537] pred: World / answ: Sci/Tech\n",
      "5538] pred: Sports / answ: Sports\n",
      "5539] pred: World / answ: World\n",
      "5540] pred: Business / answ: Business\n",
      "5541] pred: World / answ: Business\n",
      "5542] pred: Business / answ: Business\n",
      "5543] pred: Sports / answ: Sports\n",
      "5544] pred: World / answ: World\n",
      "5545] pred: Business / answ: Sci/Tech\n",
      "5546] pred: Business / answ: Sci/Tech\n",
      "5547] pred: Sports / answ: Sports\n",
      "5548] pred: Business / answ: Business\n",
      "5549] pred: World / answ: World\n",
      "5550] pred: World / answ: World\n",
      "5551] pred: Sci/Tech / answ: Sci/Tech\n",
      "5552] pred: Sports / answ: Sports\n",
      "5553] pred: World / answ: World\n",
      "5554] pred: Business / answ: Business\n",
      "5555] pred: Business / answ: Sci/Tech\n",
      "5556] pred: World / answ: Sci/Tech\n",
      "5557] pred: Sports / answ: Sports\n",
      "5558] pred: Business / answ: Sci/Tech\n",
      "5559] pred: Business / answ: Business\n",
      "5560] pred: Sports / answ: Sports\n",
      "5561] pred: World / answ: World\n",
      "5562] pred: Business / answ: Business\n",
      "5563] pred: Sports / answ: Sports\n",
      "5564] pred: World / answ: World\n",
      "5565] pred: Sci/Tech / answ: Sci/Tech\n",
      "5566] pred: World / answ: World\n",
      "5567] pred: Sci/Tech / answ: Sci/Tech\n",
      "5568] pred: World / answ: World\n",
      "5569] pred: Sports / answ: Sports\n",
      "5570] pred: Sports / answ: Sports\n",
      "5571] pred: Sports / answ: Sports\n",
      "5572] pred: Sports / answ: Sports\n",
      "5573] pred: Business / answ: Business\n",
      "5574] pred: Business / answ: Business\n",
      "5575] pred: World / answ: World\n",
      "5576] pred: Sports / answ: Sports\n",
      "5577] pred: Sports / answ: Sports\n",
      "5578] pred: World / answ: World\n",
      "5579] pred: World / answ: World\n",
      "5580] pred: Business / answ: Business\n",
      "5581] pred: World / answ: Sci/Tech\n",
      "5582] pred: Business / answ: Business\n",
      "5583] pred: Sports / answ: Sports\n",
      "5584] pred: World / answ: World\n",
      "5585] pred: Sports / answ: Sports\n",
      "5586] pred: Business / answ: Business\n",
      "5587] pred: Sci/Tech / answ: Sci/Tech\n",
      "5588] pred: World / answ: World\n",
      "5589] pred: World / answ: World\n",
      "5590] pred: Business / answ: Business\n",
      "5591] pred: Sci/Tech / answ: Business\n",
      "5592] pred: World / answ: Business\n",
      "5593] pred: Business / answ: Business\n",
      "5594] pred: Sports / answ: Sports\n",
      "5595] pred: World / answ: World\n",
      "5596] pred: World / answ: World\n",
      "5597] pred: Business / answ: World\n",
      "5598] pred: Sci/Tech / answ: Sci/Tech\n",
      "5599] pred: Sports / answ: Sports\n",
      "5600] pred: Business / answ: Business\n",
      "5601] pred: Business / answ: Business\n",
      "5602] pred: World / answ: Business\n",
      "5603] pred: Business / answ: Sci/Tech\n",
      "5604] pred: Sci/Tech / answ: Sci/Tech\n",
      "5605] pred: World / answ: Sci/Tech\n",
      "5606] pred: Sports / answ: Sports\n",
      "5607] pred: World / answ: World\n",
      "5608] pred: World / answ: World\n",
      "5609] pred: World / answ: Sci/Tech\n",
      "5610] pred: World / answ: World\n",
      "5611] pred: Sci/Tech / answ: Sci/Tech\n",
      "5612] pred: World / answ: World\n",
      "5613] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5614] pred: World / answ: World\n",
      "5615] pred: World / answ: World\n",
      "5616] pred: Business / answ: Sci/Tech\n",
      "5617] pred: World / answ: World\n",
      "5618] pred: Business / answ: Business\n",
      "5619] pred: Business / answ: Sci/Tech\n",
      "5620] pred: Sci/Tech / answ: Sci/Tech\n",
      "5621] pred: Business / answ: Business\n",
      "5622] pred: Business / answ: Sci/Tech\n",
      "5623] pred: Business / answ: Business\n",
      "5624] pred: Sports / answ: Sports\n",
      "5625] pred: Sci/Tech / answ: Sci/Tech\n",
      "5626] pred: Business / answ: Sci/Tech\n",
      "5627] pred: Business / answ: Sci/Tech\n",
      "5628] pred: Business / answ: Business\n",
      "5629] pred: Business / answ: Sci/Tech\n",
      "5630] pred: World / answ: World\n",
      "5631] pred: Sports / answ: Sports\n",
      "5632] pred: World / answ: World\n",
      "5633] pred: World / answ: World\n",
      "5634] pred: Sports / answ: Sci/Tech\n",
      "5635] pred: Business / answ: Business\n",
      "5636] pred: Sports / answ: Sports\n",
      "5637] pred: World / answ: World\n",
      "5638] pred: World / answ: Business\n",
      "5639] pred: Business / answ: Sci/Tech\n",
      "5640] pred: World / answ: Business\n",
      "5641] pred: World / answ: World\n",
      "5642] pred: World / answ: World\n",
      "5643] pred: Business / answ: Sports\n",
      "5644] pred: World / answ: World\n",
      "5645] pred: Sports / answ: Sports\n",
      "5646] pred: World / answ: World\n",
      "5647] pred: World / answ: World\n",
      "5648] pred: Sports / answ: Sports\n",
      "5649] pred: World / answ: World\n",
      "5650] pred: Business / answ: Business\n",
      "5651] pred: Sci/Tech / answ: Sci/Tech\n",
      "5652] pred: World / answ: Sci/Tech\n",
      "5653] pred: Sports / answ: Sports\n",
      "5654] pred: Sports / answ: Sports\n",
      "5655] pred: World / answ: World\n",
      "5656] pred: Sports / answ: Sports\n",
      "5657] pred: World / answ: Business\n",
      "5658] pred: Sports / answ: Sports\n",
      "5659] pred: Sports / answ: Sci/Tech\n",
      "5660] pred: World / answ: World\n",
      "5661] pred: Sports / answ: Sports\n",
      "5662] pred: Business / answ: Sci/Tech\n",
      "5663] pred: Sports / answ: Sports\n",
      "5664] pred: Sports / answ: Sports\n",
      "5665] pred: Sports / answ: Sports\n",
      "5666] pred: World / answ: Business\n",
      "5667] pred: Sci/Tech / answ: Sci/Tech\n",
      "5668] pred: Sports / answ: Sports\n",
      "5669] pred: Sports / answ: Sports\n",
      "5670] pred: Sports / answ: Sports\n",
      "5671] pred: Sports / answ: Sports\n",
      "5672] pred: World / answ: World\n",
      "5673] pred: Sports / answ: Sports\n",
      "5674] pred: World / answ: Business\n",
      "5675] pred: Sports / answ: Sports\n",
      "5676] pred: Sports / answ: Sports\n",
      "5677] pred: Sports / answ: Sports\n",
      "5678] pred: Business / answ: Business\n",
      "5679] pred: Sports / answ: Sports\n",
      "5680] pred: Sports / answ: Sports\n",
      "5681] pred: Sci/Tech / answ: Sci/Tech\n",
      "5682] pred: World / answ: World\n",
      "5683] pred: Business / answ: Sci/Tech\n",
      "5684] pred: Sci/Tech / answ: Sci/Tech\n",
      "5685] pred: World / answ: World\n",
      "5686] pred: Sports / answ: Sci/Tech\n",
      "5687] pred: Sci/Tech / answ: Sci/Tech\n",
      "5688] pred: Sports / answ: Sports\n",
      "5689] pred: World / answ: World\n",
      "5690] pred: Business / answ: Business\n",
      "5691] pred: World / answ: Sci/Tech\n",
      "5692] pred: World / answ: Sports\n",
      "5693] pred: Sports / answ: Sports\n",
      "5694] pred: Sports / answ: Sports\n",
      "5695] pred: Sci/Tech / answ: World\n",
      "5696] pred: Sports / answ: Sports\n",
      "5697] pred: World / answ: Sci/Tech\n",
      "5698] pred: Sci/Tech / answ: Sci/Tech\n",
      "5699] pred: World / answ: Sports\n",
      "5700] pred: World / answ: World\n",
      "5701] pred: Business / answ: Business\n",
      "5702] pred: Sports / answ: Sports\n",
      "5703] pred: World / answ: World\n",
      "5704] pred: Business / answ: Sci/Tech\n",
      "5705] pred: Sports / answ: Sports\n",
      "5706] pred: Sports / answ: Sports\n",
      "5707] pred: Sports / answ: Sports\n",
      "5708] pred: Business / answ: Business\n",
      "5709] pred: Sports / answ: Sports\n",
      "5710] pred: World / answ: World\n",
      "5711] pred: Sci/Tech / answ: World\n",
      "5712] pred: Sports / answ: Sports\n",
      "5713] pred: Sports / answ: Sports\n",
      "5714] pred: Sports / answ: Sports\n",
      "5715] pred: World / answ: World\n",
      "5716] pred: World / answ: World\n",
      "5717] pred: World / answ: World\n",
      "5718] pred: Sci/Tech / answ: Sci/Tech\n",
      "5719] pred: World / answ: Sci/Tech\n",
      "5720] pred: Sports / answ: Sports\n",
      "5721] pred: Sports / answ: Sports\n",
      "5722] pred: World / answ: World\n",
      "5723] pred: Sports / answ: Sports\n",
      "5724] pred: Sports / answ: Sports\n",
      "5725] pred: World / answ: World\n",
      "5726] pred: World / answ: World\n",
      "5727] pred: Business / answ: Sci/Tech\n",
      "5728] pred: Sports / answ: Sports\n",
      "5729] pred: Business / answ: Business\n",
      "5730] pred: Sci/Tech / answ: Sci/Tech\n",
      "5731] pred: Sports / answ: Sports\n",
      "5732] pred: World / answ: World\n",
      "5733] pred: Sci/Tech / answ: Sci/Tech\n",
      "5734] pred: Sports / answ: Sports\n",
      "5735] pred: Sports / answ: Sports\n",
      "5736] pred: Business / answ: Sci/Tech\n",
      "5737] pred: Business / answ: Sci/Tech\n",
      "5738] pred: Sci/Tech / answ: Sci/Tech\n",
      "5739] pred: Business / answ: Business\n",
      "5740] pred: Business / answ: World\n",
      "5741] pred: World / answ: Business\n",
      "5742] pred: Business / answ: Sci/Tech\n",
      "5743] pred: World / answ: World\n",
      "5744] pred: World / answ: World\n",
      "5745] pred: Sports / answ: Sports\n",
      "5746] pred: World / answ: World\n",
      "5747] pred: Sci/Tech / answ: Sci/Tech\n",
      "5748] pred: Business / answ: Business\n",
      "5749] pred: Sports / answ: Sports\n",
      "5750] pred: Business / answ: Business\n",
      "5751] pred: Business / answ: Business\n",
      "5752] pred: Business / answ: Sci/Tech\n",
      "5753] pred: World / answ: Sci/Tech\n",
      "5754] pred: World / answ: Sci/Tech\n",
      "5755] pred: Business / answ: Business\n",
      "5756] pred: World / answ: Business\n",
      "5757] pred: Business / answ: Sci/Tech\n",
      "5758] pred: Business / answ: Business\n",
      "5759] pred: Business / answ: Sci/Tech\n",
      "5760] pred: World / answ: Business\n",
      "5761] pred: Sports / answ: Sports\n",
      "5762] pred: Business / answ: Sci/Tech\n",
      "5763] pred: Business / answ: Business\n",
      "5764] pred: Sports / answ: Sports\n",
      "5765] pred: Sports / answ: Sports\n",
      "5766] pred: Business / answ: Business\n",
      "5767] pred: Business / answ: Sci/Tech\n",
      "5768] pred: Business / answ: Sci/Tech\n",
      "5769] pred: Sci/Tech / answ: Sci/Tech\n",
      "5770] pred: World / answ: World\n",
      "5771] pred: Business / answ: Business\n",
      "5772] pred: Business / answ: Sci/Tech\n",
      "5773] pred: Business / answ: Business\n",
      "5774] pred: Business / answ: Sci/Tech\n",
      "5775] pred: Business / answ: Business\n",
      "5776] pred: Business / answ: Business\n",
      "5777] pred: Business / answ: Business\n",
      "5778] pred: World / answ: World\n",
      "5779] pred: World / answ: Sci/Tech\n",
      "5780] pred: World / answ: World\n",
      "5781] pred: Sports / answ: Sports\n",
      "5782] pred: Business / answ: Sci/Tech\n",
      "5783] pred: Sci/Tech / answ: Sci/Tech\n",
      "5784] pred: Sports / answ: Sports\n",
      "5785] pred: Sci/Tech / answ: Business\n",
      "5786] pred: World / answ: World\n",
      "5787] pred: Business / answ: Sci/Tech\n",
      "5788] pred: Business / answ: Sci/Tech\n",
      "5789] pred: World / answ: Sports\n",
      "5790] pred: Sports / answ: Sports\n",
      "5791] pred: Business / answ: Business\n",
      "5792] pred: Sci/Tech / answ: Sci/Tech\n",
      "5793] pred: World / answ: Sci/Tech\n",
      "5794] pred: Sci/Tech / answ: Sci/Tech\n",
      "5795] pred: World / answ: World\n",
      "5796] pred: World / answ: World\n",
      "5797] pred: Business / answ: World\n",
      "5798] pred: Sports / answ: Sports\n",
      "5799] pred: World / answ: World\n",
      "5800] pred: Business / answ: Sci/Tech\n",
      "5801] pred: Sports / answ: Sports\n",
      "5802] pred: Sports / answ: Sports\n",
      "5803] pred: Sports / answ: Sports\n",
      "5804] pred: Business / answ: Business\n",
      "5805] pred: World / answ: World\n",
      "5806] pred: World / answ: World\n",
      "5807] pred: Business / answ: Business\n",
      "5808] pred: World / answ: World\n",
      "5809] pred: World / answ: World\n",
      "5810] pred: World / answ: Sci/Tech\n",
      "5811] pred: Sports / answ: Sports\n",
      "5812] pred: World / answ: World\n",
      "5813] pred: Business / answ: Business\n",
      "5814] pred: Business / answ: Business\n",
      "5815] pred: World / answ: World\n",
      "5816] pred: World / answ: Sci/Tech\n",
      "5817] pred: Sports / answ: Sports\n",
      "5818] pred: World / answ: World\n",
      "5819] pred: Sci/Tech / answ: Sci/Tech\n",
      "5820] pred: Sports / answ: Sports\n",
      "5821] pred: Sports / answ: Sports\n",
      "5822] pred: World / answ: World\n",
      "5823] pred: World / answ: World\n",
      "5824] pred: World / answ: World\n",
      "5825] pred: Business / answ: Sci/Tech\n",
      "5826] pred: Business / answ: Sci/Tech\n",
      "5827] pred: World / answ: World\n",
      "5828] pred: World / answ: Business\n",
      "5829] pred: World / answ: Sci/Tech\n",
      "5830] pred: Business / answ: Business\n",
      "5831] pred: Sci/Tech / answ: Sci/Tech\n",
      "5832] pred: Sports / answ: Sports\n",
      "5833] pred: World / answ: World\n",
      "5834] pred: Business / answ: Business\n",
      "5835] pred: Business / answ: Business\n",
      "5836] pred: Business / answ: Business\n",
      "5837] pred: Business / answ: Business\n",
      "5838] pred: Sports / answ: Sports\n",
      "5839] pred: Business / answ: Business\n",
      "5840] pred: Business / answ: Business\n",
      "5841] pred: Business / answ: Sports\n",
      "5842] pred: Business / answ: Business\n",
      "5843] pred: World / answ: Business\n",
      "5844] pred: Sports / answ: Sports\n",
      "5845] pred: World / answ: Sci/Tech\n",
      "5846] pred: Sci/Tech / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5847] pred: Business / answ: Sci/Tech\n",
      "5848] pred: Business / answ: Sci/Tech\n",
      "5849] pred: Sci/Tech / answ: Sci/Tech\n",
      "5850] pred: Business / answ: Business\n",
      "5851] pred: Business / answ: Business\n",
      "5852] pred: Sci/Tech / answ: Sci/Tech\n",
      "5853] pred: Sci/Tech / answ: Sci/Tech\n",
      "5854] pred: World / answ: Sci/Tech\n",
      "5855] pred: World / answ: World\n",
      "5856] pred: Business / answ: Business\n",
      "5857] pred: Sci/Tech / answ: Sci/Tech\n",
      "5858] pred: World / answ: Sci/Tech\n",
      "5859] pred: Sports / answ: Sports\n",
      "5860] pred: World / answ: Sci/Tech\n",
      "5861] pred: World / answ: Sci/Tech\n",
      "5862] pred: Business / answ: Business\n",
      "5863] pred: Sci/Tech / answ: Sci/Tech\n",
      "5864] pred: World / answ: Sci/Tech\n",
      "5865] pred: Business / answ: Business\n",
      "5866] pred: Business / answ: Sci/Tech\n",
      "5867] pred: Business / answ: Business\n",
      "5868] pred: Business / answ: Sci/Tech\n",
      "5869] pred: Business / answ: Business\n",
      "5870] pred: World / answ: World\n",
      "5871] pred: Business / answ: Business\n",
      "5872] pred: Sports / answ: Sports\n",
      "5873] pred: World / answ: World\n",
      "5874] pred: World / answ: World\n",
      "5875] pred: Business / answ: Sci/Tech\n",
      "5876] pred: Sci/Tech / answ: Sci/Tech\n",
      "5877] pred: Sports / answ: Sports\n",
      "5878] pred: World / answ: World\n",
      "5879] pred: Business / answ: World\n",
      "5880] pred: Sci/Tech / answ: Sci/Tech\n",
      "5881] pred: Sports / answ: Sports\n",
      "5882] pred: Business / answ: Sports\n",
      "5883] pred: World / answ: Business\n",
      "5884] pred: Business / answ: World\n",
      "5885] pred: Business / answ: World\n",
      "5886] pred: Business / answ: World\n",
      "5887] pred: Sports / answ: Sports\n",
      "5888] pred: World / answ: World\n",
      "5889] pred: World / answ: World\n",
      "5890] pred: World / answ: Sci/Tech\n",
      "5891] pred: World / answ: World\n",
      "5892] pred: Sports / answ: World\n",
      "5893] pred: Business / answ: Business\n",
      "5894] pred: World / answ: World\n",
      "5895] pred: World / answ: Sci/Tech\n",
      "5896] pred: Business / answ: Sci/Tech\n",
      "5897] pred: World / answ: World\n",
      "5898] pred: Sports / answ: Sports\n",
      "5899] pred: Business / answ: Sci/Tech\n",
      "5900] pred: World / answ: Business\n",
      "5901] pred: Business / answ: Business\n",
      "5902] pred: Sports / answ: Sci/Tech\n",
      "5903] pred: Sci/Tech / answ: Sci/Tech\n",
      "5904] pred: Sports / answ: Sports\n",
      "5905] pred: Sports / answ: Sports\n",
      "5906] pred: Business / answ: Sci/Tech\n",
      "5907] pred: World / answ: Business\n",
      "5908] pred: Sports / answ: Sports\n",
      "5909] pred: World / answ: World\n",
      "5910] pred: World / answ: World\n",
      "5911] pred: Business / answ: Sci/Tech\n",
      "5912] pred: Sci/Tech / answ: Sci/Tech\n",
      "5913] pred: World / answ: World\n",
      "5914] pred: Sports / answ: Sports\n",
      "5915] pred: World / answ: Business\n",
      "5916] pred: Business / answ: World\n",
      "5917] pred: World / answ: Sci/Tech\n",
      "5918] pred: Sci/Tech / answ: Sci/Tech\n",
      "5919] pred: World / answ: Business\n",
      "5920] pred: World / answ: World\n",
      "5921] pred: Business / answ: Business\n",
      "5922] pred: World / answ: World\n",
      "5923] pred: Business / answ: Business\n",
      "5924] pred: Business / answ: Sci/Tech\n",
      "5925] pred: Business / answ: Business\n",
      "5926] pred: Sci/Tech / answ: Sci/Tech\n",
      "5927] pred: World / answ: World\n",
      "5928] pred: World / answ: World\n",
      "5929] pred: World / answ: World\n",
      "5930] pred: Sci/Tech / answ: Sci/Tech\n",
      "5931] pred: Business / answ: Sci/Tech\n",
      "5932] pred: World / answ: Business\n",
      "5933] pred: Business / answ: Business\n",
      "5934] pred: Business / answ: Business\n",
      "5935] pred: Sci/Tech / answ: World\n",
      "5936] pred: Business / answ: Business\n",
      "5937] pred: World / answ: Business\n",
      "5938] pred: World / answ: World\n",
      "5939] pred: Business / answ: World\n",
      "5940] pred: Business / answ: Business\n",
      "5941] pred: Sports / answ: World\n",
      "5942] pred: Business / answ: Business\n",
      "5943] pred: Business / answ: Business\n",
      "5944] pred: Business / answ: Sci/Tech\n",
      "5945] pred: World / answ: World\n",
      "5946] pred: Business / answ: Business\n",
      "5947] pred: Business / answ: Sci/Tech\n",
      "5948] pred: Sports / answ: Sports\n",
      "5949] pred: Sports / answ: Sports\n",
      "5950] pred: Business / answ: Business\n",
      "5951] pred: World / answ: World\n",
      "5952] pred: Business / answ: Business\n",
      "5953] pred: World / answ: World\n",
      "5954] pred: Sports / answ: Sports\n",
      "5955] pred: Business / answ: Business\n",
      "5956] pred: World / answ: World\n",
      "5957] pred: Sports / answ: Sports\n",
      "5958] pred: World / answ: World\n",
      "5959] pred: Sports / answ: Sports\n",
      "5960] pred: Sci/Tech / answ: Sci/Tech\n",
      "5961] pred: World / answ: World\n",
      "5962] pred: Business / answ: Business\n",
      "5963] pred: Sports / answ: Sports\n",
      "5964] pred: Business / answ: Sci/Tech\n",
      "5965] pred: World / answ: World\n",
      "5966] pred: Sports / answ: Sports\n",
      "5967] pred: Sports / answ: Sports\n",
      "5968] pred: World / answ: Sci/Tech\n",
      "5969] pred: World / answ: Business\n",
      "5970] pred: World / answ: Sports\n",
      "5971] pred: Business / answ: Business\n",
      "5972] pred: World / answ: World\n",
      "5973] pred: World / answ: World\n",
      "5974] pred: World / answ: World\n",
      "5975] pred: Sports / answ: Sports\n",
      "5976] pred: Sports / answ: Sports\n",
      "5977] pred: World / answ: Sports\n",
      "5978] pred: Business / answ: Business\n",
      "5979] pred: Business / answ: Business\n",
      "5980] pred: Sports / answ: Sports\n",
      "5981] pred: World / answ: World\n",
      "5982] pred: World / answ: World\n",
      "5983] pred: World / answ: Sci/Tech\n",
      "5984] pred: World / answ: World\n",
      "5985] pred: World / answ: World\n",
      "5986] pred: Business / answ: Business\n",
      "5987] pred: Business / answ: Business\n",
      "5988] pred: Sports / answ: Sci/Tech\n",
      "5989] pred: World / answ: World\n",
      "5990] pred: Sports / answ: Sports\n",
      "5991] pred: World / answ: World\n",
      "5992] pred: World / answ: World\n",
      "5993] pred: World / answ: World\n",
      "5994] pred: Business / answ: Business\n",
      "5995] pred: Business / answ: Business\n",
      "5996] pred: Business / answ: Business\n",
      "5997] pred: Sports / answ: Sports\n",
      "5998] pred: Business / answ: Business\n",
      "5999] pred: Sports / answ: Sports\n",
      "6000] pred: World / answ: Business\n",
      "6001] pred: Business / answ: Business\n",
      "6002] pred: World / answ: World\n",
      "6003] pred: World / answ: Sci/Tech\n",
      "6004] pred: Business / answ: Sports\n",
      "6005] pred: Business / answ: Business\n",
      "6006] pred: World / answ: Business\n",
      "6007] pred: Business / answ: Sports\n",
      "6008] pred: Sci/Tech / answ: Sci/Tech\n",
      "6009] pred: Sci/Tech / answ: Sci/Tech\n",
      "6010] pred: World / answ: Business\n",
      "6011] pred: Business / answ: Sci/Tech\n",
      "6012] pred: World / answ: World\n",
      "6013] pred: Business / answ: Business\n",
      "6014] pred: Business / answ: Sci/Tech\n",
      "6015] pred: Business / answ: Business\n",
      "6016] pred: Sci/Tech / answ: Sci/Tech\n",
      "6017] pred: Sci/Tech / answ: Sci/Tech\n",
      "6018] pred: Business / answ: Sci/Tech\n",
      "6019] pred: Sports / answ: Sports\n",
      "6020] pred: Sci/Tech / answ: Sci/Tech\n",
      "6021] pred: World / answ: Business\n",
      "6022] pred: Business / answ: Business\n",
      "6023] pred: Business / answ: Business\n",
      "6024] pred: Business / answ: Business\n",
      "6025] pred: Business / answ: Business\n",
      "6026] pred: Sci/Tech / answ: Sci/Tech\n",
      "6027] pred: Business / answ: Business\n",
      "6028] pred: Sci/Tech / answ: Business\n",
      "6029] pred: Sports / answ: Sports\n",
      "6030] pred: Business / answ: Sci/Tech\n",
      "6031] pred: Business / answ: Sci/Tech\n",
      "6032] pred: World / answ: World\n",
      "6033] pred: Sports / answ: Sports\n",
      "6034] pred: Sci/Tech / answ: Sci/Tech\n",
      "6035] pred: Business / answ: Sci/Tech\n",
      "6036] pred: Business / answ: Sci/Tech\n",
      "6037] pred: Sci/Tech / answ: Business\n",
      "6038] pred: Sci/Tech / answ: Sci/Tech\n",
      "6039] pred: Sports / answ: Sports\n",
      "6040] pred: Sports / answ: Sports\n",
      "6041] pred: World / answ: World\n",
      "6042] pred: Business / answ: Business\n",
      "6043] pred: World / answ: Business\n",
      "6044] pred: World / answ: World\n",
      "6045] pred: World / answ: World\n",
      "6046] pred: World / answ: World\n",
      "6047] pred: World / answ: World\n",
      "6048] pred: World / answ: World\n",
      "6049] pred: Sports / answ: Business\n",
      "6050] pred: Business / answ: Business\n",
      "6051] pred: World / answ: Business\n",
      "6052] pred: Sports / answ: Sports\n",
      "6053] pred: Sports / answ: Business\n",
      "6054] pred: World / answ: Business\n",
      "6055] pred: Business / answ: Sci/Tech\n",
      "6056] pred: Sports / answ: Sports\n",
      "6057] pred: Sports / answ: Sports\n",
      "6058] pred: Business / answ: World\n",
      "6059] pred: Business / answ: Sci/Tech\n",
      "6060] pred: Sports / answ: Sports\n",
      "6061] pred: World / answ: World\n",
      "6062] pred: Business / answ: Sci/Tech\n",
      "6063] pred: World / answ: Sci/Tech\n",
      "6064] pred: Sports / answ: Business\n",
      "6065] pred: World / answ: World\n",
      "6066] pred: Business / answ: Business\n",
      "6067] pred: World / answ: Business\n",
      "6068] pred: World / answ: Sci/Tech\n",
      "6069] pred: Business / answ: Business\n",
      "6070] pred: Business / answ: Business\n",
      "6071] pred: Sci/Tech / answ: Sci/Tech\n",
      "6072] pred: Business / answ: Business\n",
      "6073] pred: Sports / answ: Sports\n",
      "6074] pred: World / answ: Business\n",
      "6075] pred: World / answ: World\n",
      "6076] pred: Sports / answ: Sports\n",
      "6077] pred: Sports / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6078] pred: Business / answ: Sci/Tech\n",
      "6079] pred: Business / answ: Business\n",
      "6080] pred: Sci/Tech / answ: Sci/Tech\n",
      "6081] pred: Sci/Tech / answ: Sci/Tech\n",
      "6082] pred: Business / answ: Sci/Tech\n",
      "6083] pred: Business / answ: Business\n",
      "6084] pred: Business / answ: Business\n",
      "6085] pred: Business / answ: Sci/Tech\n",
      "6086] pred: Business / answ: Sci/Tech\n",
      "6087] pred: Sports / answ: Sports\n",
      "6088] pred: Business / answ: Sci/Tech\n",
      "6089] pred: Sports / answ: World\n",
      "6090] pred: Sports / answ: Sports\n",
      "6091] pred: Business / answ: Business\n",
      "6092] pred: Sports / answ: Sports\n",
      "6093] pred: Sports / answ: World\n",
      "6094] pred: Business / answ: Sci/Tech\n",
      "6095] pred: Sci/Tech / answ: Sci/Tech\n",
      "6096] pred: Business / answ: Business\n",
      "6097] pred: World / answ: Sci/Tech\n",
      "6098] pred: World / answ: World\n",
      "6099] pred: World / answ: World\n",
      "6100] pred: Sci/Tech / answ: Business\n",
      "6101] pred: Business / answ: Business\n",
      "6102] pred: Sports / answ: Sports\n",
      "6103] pred: Business / answ: Business\n",
      "6104] pred: World / answ: Business\n",
      "6105] pred: Business / answ: Business\n",
      "6106] pred: Sports / answ: Sports\n",
      "6107] pred: World / answ: World\n",
      "6108] pred: World / answ: World\n",
      "6109] pred: Business / answ: Business\n",
      "6110] pred: Business / answ: Sci/Tech\n",
      "6111] pred: Sports / answ: Sports\n",
      "6112] pred: Business / answ: Sci/Tech\n",
      "6113] pred: Business / answ: Business\n",
      "6114] pred: World / answ: World\n",
      "6115] pred: Sci/Tech / answ: Sci/Tech\n",
      "6116] pred: Business / answ: Business\n",
      "6117] pred: World / answ: Business\n",
      "6118] pred: Sports / answ: Sports\n",
      "6119] pred: World / answ: World\n",
      "6120] pred: World / answ: World\n",
      "6121] pred: Sports / answ: Sports\n",
      "6122] pred: Business / answ: Business\n",
      "6123] pred: World / answ: World\n",
      "6124] pred: Business / answ: Business\n",
      "6125] pred: Sci/Tech / answ: Sci/Tech\n",
      "6126] pred: Business / answ: Sci/Tech\n",
      "6127] pred: Sports / answ: Sports\n",
      "6128] pred: Sports / answ: Sports\n",
      "6129] pred: Business / answ: Sci/Tech\n",
      "6130] pred: World / answ: World\n",
      "6131] pred: Business / answ: Business\n",
      "6132] pred: World / answ: Sci/Tech\n",
      "6133] pred: World / answ: World\n",
      "6134] pred: World / answ: World\n",
      "6135] pred: Sports / answ: Sports\n",
      "6136] pred: World / answ: World\n",
      "6137] pred: Sci/Tech / answ: Business\n",
      "6138] pred: Business / answ: Business\n",
      "6139] pred: Business / answ: Sci/Tech\n",
      "6140] pred: World / answ: Sci/Tech\n",
      "6141] pred: Business / answ: Sci/Tech\n",
      "6142] pred: Business / answ: Business\n",
      "6143] pred: World / answ: World\n",
      "6144] pred: Sci/Tech / answ: Sci/Tech\n",
      "6145] pred: World / answ: World\n",
      "6146] pred: Sports / answ: Sports\n",
      "6147] pred: Sports / answ: Sports\n",
      "6148] pred: Sports / answ: Sports\n",
      "6149] pred: World / answ: World\n",
      "6150] pred: Sports / answ: World\n",
      "6151] pred: Sports / answ: Sports\n",
      "6152] pred: Sports / answ: Sports\n",
      "6153] pred: Sports / answ: Sports\n",
      "6154] pred: Sci/Tech / answ: Sci/Tech\n",
      "6155] pred: Sports / answ: Sports\n",
      "6156] pred: Sports / answ: Sports\n",
      "6157] pred: Sports / answ: Sports\n",
      "6158] pred: World / answ: World\n",
      "6159] pred: World / answ: World\n",
      "6160] pred: World / answ: World\n",
      "6161] pred: Business / answ: Business\n",
      "6162] pred: Sports / answ: Sports\n",
      "6163] pred: Sports / answ: Sports\n",
      "6164] pred: Sports / answ: Sports\n",
      "6165] pred: World / answ: Business\n",
      "6166] pred: World / answ: World\n",
      "6167] pred: Sci/Tech / answ: Sci/Tech\n",
      "6168] pred: Sci/Tech / answ: Sci/Tech\n",
      "6169] pred: Business / answ: Business\n",
      "6170] pred: Sports / answ: Sports\n",
      "6171] pred: Sports / answ: Sports\n",
      "6172] pred: Sports / answ: Sports\n",
      "6173] pred: Business / answ: Business\n",
      "6174] pred: Sports / answ: Sports\n",
      "6175] pred: World / answ: World\n",
      "6176] pred: World / answ: World\n",
      "6177] pred: World / answ: World\n",
      "6178] pred: Sports / answ: Sports\n",
      "6179] pred: Sports / answ: Sports\n",
      "6180] pred: Business / answ: Business\n",
      "6181] pred: Business / answ: Business\n",
      "6182] pred: Sports / answ: Sports\n",
      "6183] pred: Business / answ: Business\n",
      "6184] pred: Sports / answ: Sports\n",
      "6185] pred: Sports / answ: Business\n",
      "6186] pred: Sports / answ: Sports\n",
      "6187] pred: Sports / answ: Sports\n",
      "6188] pred: Sports / answ: Sports\n",
      "6189] pred: World / answ: World\n",
      "6190] pred: Sports / answ: Sports\n",
      "6191] pred: World / answ: World\n",
      "6192] pred: Business / answ: Business\n",
      "6193] pred: World / answ: Business\n",
      "6194] pred: Sports / answ: Sports\n",
      "6195] pred: Sports / answ: Sports\n",
      "6196] pred: Business / answ: Business\n",
      "6197] pred: World / answ: World\n",
      "6198] pred: Sports / answ: Sports\n",
      "6199] pred: Sports / answ: Sports\n",
      "6200] pred: Sci/Tech / answ: Sci/Tech\n",
      "6201] pred: Sports / answ: Sports\n",
      "6202] pred: World / answ: World\n",
      "6203] pred: Business / answ: Business\n",
      "6204] pred: World / answ: World\n",
      "6205] pred: Business / answ: World\n",
      "6206] pred: World / answ: World\n",
      "6207] pred: Business / answ: Business\n",
      "6208] pred: Business / answ: Business\n",
      "6209] pred: Sports / answ: Sports\n",
      "6210] pred: Business / answ: World\n",
      "6211] pred: World / answ: World\n",
      "6212] pred: Sci/Tech / answ: World\n",
      "6213] pred: World / answ: World\n",
      "6214] pred: Sports / answ: Sports\n",
      "6215] pred: Sci/Tech / answ: World\n",
      "6216] pred: World / answ: Business\n",
      "6217] pred: Sports / answ: Sports\n",
      "6218] pred: World / answ: World\n",
      "6219] pred: Business / answ: Sci/Tech\n",
      "6220] pred: Business / answ: Sci/Tech\n",
      "6221] pred: World / answ: World\n",
      "6222] pred: Business / answ: Business\n",
      "6223] pred: Sports / answ: Sports\n",
      "6224] pred: Business / answ: Business\n",
      "6225] pred: Sports / answ: Sports\n",
      "6226] pred: Business / answ: Business\n",
      "6227] pred: Sports / answ: Sports\n",
      "6228] pred: World / answ: World\n",
      "6229] pred: Sci/Tech / answ: Business\n",
      "6230] pred: Business / answ: Business\n",
      "6231] pred: Sci/Tech / answ: Sci/Tech\n",
      "6232] pred: Sports / answ: Sports\n",
      "6233] pred: World / answ: World\n",
      "6234] pred: World / answ: Business\n",
      "6235] pred: Business / answ: Business\n",
      "6236] pred: Sports / answ: Sports\n",
      "6237] pred: Business / answ: Sports\n",
      "6238] pred: Business / answ: World\n",
      "6239] pred: World / answ: World\n",
      "6240] pred: Business / answ: Sci/Tech\n",
      "6241] pred: Business / answ: Business\n",
      "6242] pred: Business / answ: Business\n",
      "6243] pred: Business / answ: Business\n",
      "6244] pred: Business / answ: Business\n",
      "6245] pred: Business / answ: Business\n",
      "6246] pred: Business / answ: Sci/Tech\n",
      "6247] pred: Business / answ: Sci/Tech\n",
      "6248] pred: World / answ: Business\n",
      "6249] pred: Business / answ: Business\n",
      "6250] pred: Business / answ: Sci/Tech\n",
      "6251] pred: World / answ: World\n",
      "6252] pred: Sci/Tech / answ: World\n",
      "6253] pred: World / answ: World\n",
      "6254] pred: World / answ: World\n",
      "6255] pred: World / answ: World\n",
      "6256] pred: Business / answ: Business\n",
      "6257] pred: Sports / answ: Sports\n",
      "6258] pred: Business / answ: Business\n",
      "6259] pred: Business / answ: Sci/Tech\n",
      "6260] pred: Business / answ: Sci/Tech\n",
      "6261] pred: Business / answ: Sci/Tech\n",
      "6262] pred: Business / answ: Sci/Tech\n",
      "6263] pred: World / answ: World\n",
      "6264] pred: Sports / answ: Sports\n",
      "6265] pred: Business / answ: Business\n",
      "6266] pred: Business / answ: World\n",
      "6267] pred: Business / answ: Business\n",
      "6268] pred: Business / answ: Sci/Tech\n",
      "6269] pred: Sci/Tech / answ: Sci/Tech\n",
      "6270] pred: Sports / answ: Sports\n",
      "6271] pred: Sports / answ: Business\n",
      "6272] pred: Sci/Tech / answ: Business\n",
      "6273] pred: Business / answ: Business\n",
      "6274] pred: Business / answ: Sci/Tech\n",
      "6275] pred: World / answ: Sci/Tech\n",
      "6276] pred: Business / answ: Business\n",
      "6277] pred: Sports / answ: Sports\n",
      "6278] pred: Business / answ: Sci/Tech\n",
      "6279] pred: Sports / answ: Sports\n",
      "6280] pred: Business / answ: Sci/Tech\n",
      "6281] pred: World / answ: World\n",
      "6282] pred: Business / answ: Sci/Tech\n",
      "6283] pred: Business / answ: Business\n",
      "6284] pred: Business / answ: Business\n",
      "6285] pred: Business / answ: Business\n",
      "6286] pred: World / answ: World\n",
      "6287] pred: World / answ: Sci/Tech\n",
      "6288] pred: Sci/Tech / answ: Sci/Tech\n",
      "6289] pred: Sports / answ: Sports\n",
      "6290] pred: Business / answ: Business\n",
      "6291] pred: Business / answ: Business\n",
      "6292] pred: Business / answ: World\n",
      "6293] pred: World / answ: Business\n",
      "6294] pred: Business / answ: Sci/Tech\n",
      "6295] pred: Sports / answ: Sports\n",
      "6296] pred: Business / answ: Business\n",
      "6297] pred: Business / answ: Sci/Tech\n",
      "6298] pred: Sports / answ: Sports\n",
      "6299] pred: Sci/Tech / answ: Sci/Tech\n",
      "6300] pred: Business / answ: Business\n",
      "6301] pred: Sports / answ: Sports\n",
      "6302] pred: Sports / answ: Sports\n",
      "6303] pred: Sports / answ: Sports\n",
      "6304] pred: Sports / answ: Sports\n",
      "6305] pred: World / answ: World\n",
      "6306] pred: Sci/Tech / answ: Sci/Tech\n",
      "6307] pred: Sports / answ: Sports\n",
      "6308] pred: World / answ: World\n",
      "6309] pred: Sci/Tech / answ: Sci/Tech\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6310] pred: Business / answ: Business\n",
      "6311] pred: World / answ: Sci/Tech\n",
      "6312] pred: Sci/Tech / answ: Sci/Tech\n",
      "6313] pred: Business / answ: Sci/Tech\n",
      "6314] pred: World / answ: Sci/Tech\n",
      "6315] pred: Business / answ: Sci/Tech\n",
      "6316] pred: World / answ: World\n",
      "6317] pred: Sci/Tech / answ: Sci/Tech\n",
      "6318] pred: World / answ: Sci/Tech\n",
      "6319] pred: Business / answ: Sports\n",
      "6320] pred: Business / answ: Sci/Tech\n",
      "6321] pred: World / answ: World\n",
      "6322] pred: Business / answ: Sci/Tech\n",
      "6323] pred: Sci/Tech / answ: Sci/Tech\n",
      "6324] pred: World / answ: World\n",
      "6325] pred: World / answ: Sci/Tech\n",
      "6326] pred: Sports / answ: Sports\n",
      "6327] pred: Business / answ: World\n",
      "6328] pred: Business / answ: Sports\n",
      "6329] pred: Sports / answ: Sports\n",
      "6330] pred: Sports / answ: Sports\n",
      "6331] pred: Sports / answ: Sports\n",
      "6332] pred: World / answ: World\n",
      "6333] pred: Sports / answ: Sports\n",
      "6334] pred: World / answ: World\n",
      "6335] pred: World / answ: Business\n",
      "6336] pred: Business / answ: Business\n",
      "6337] pred: Sci/Tech / answ: World\n",
      "6338] pred: World / answ: World\n",
      "6339] pred: World / answ: World\n",
      "6340] pred: Sports / answ: Sports\n",
      "6341] pred: World / answ: World\n",
      "6342] pred: World / answ: Business\n",
      "6343] pred: World / answ: World\n",
      "6344] pred: World / answ: Sci/Tech\n",
      "6345] pred: Business / answ: Business\n",
      "6346] pred: Business / answ: Sci/Tech\n",
      "6347] pred: World / answ: Business\n",
      "6348] pred: Business / answ: Business\n",
      "6349] pred: Business / answ: Business\n",
      "6350] pred: World / answ: Sci/Tech\n",
      "6351] pred: World / answ: Sci/Tech\n",
      "6352] pred: World / answ: World\n",
      "6353] pred: World / answ: World\n",
      "6354] pred: Business / answ: Business\n",
      "6355] pred: Sci/Tech / answ: Sci/Tech\n",
      "6356] pred: Sports / answ: Sports\n",
      "6357] pred: Business / answ: Business\n",
      "6358] pred: Sports / answ: Sports\n",
      "6359] pred: Business / answ: Business\n",
      "6360] pred: Sports / answ: Sports\n",
      "6361] pred: World / answ: World\n",
      "6362] pred: Business / answ: Business\n",
      "6363] pred: Business / answ: Business\n",
      "6364] pred: Business / answ: Business\n",
      "6365] pred: World / answ: Sci/Tech\n",
      "6366] pred: Sports / answ: Sports\n",
      "6367] pred: Sports / answ: Sports\n",
      "6368] pred: Sci/Tech / answ: Sci/Tech\n",
      "6369] pred: World / answ: Business\n",
      "6370] pred: Sci/Tech / answ: Sci/Tech\n",
      "6371] pred: Business / answ: Sci/Tech\n",
      "6372] pred: Sci/Tech / answ: Sci/Tech\n",
      "6373] pred: World / answ: Business\n",
      "6374] pred: Sports / answ: Sports\n",
      "6375] pred: Sports / answ: Sports\n",
      "6376] pred: Sports / answ: Sports\n",
      "6377] pred: World / answ: World\n",
      "6378] pred: Business / answ: Business\n",
      "6379] pred: Business / answ: Business\n",
      "6380] pred: Business / answ: Business\n",
      "6381] pred: World / answ: Business\n",
      "6382] pred: Business / answ: Business\n",
      "6383] pred: World / answ: World\n",
      "6384] pred: World / answ: World\n",
      "6385] pred: Business / answ: Business\n",
      "6386] pred: World / answ: World\n",
      "6387] pred: Sports / answ: Sports\n",
      "6388] pred: Sci/Tech / answ: Sci/Tech\n",
      "6389] pred: Business / answ: Sci/Tech\n",
      "6390] pred: World / answ: Sports\n",
      "6391] pred: World / answ: Sci/Tech\n",
      "6392] pred: World / answ: World\n",
      "6393] pred: Business / answ: Sci/Tech\n",
      "6394] pred: World / answ: World\n",
      "6395] pred: Sports / answ: Sports\n",
      "6396] pred: Sports / answ: Sports\n",
      "6397] pred: Sci/Tech / answ: Business\n",
      "6398] pred: World / answ: Business\n",
      "6399] pred: Sports / answ: Sports\n",
      "6400] pred: Sci/Tech / answ: Sci/Tech\n",
      "6401] pred: World / answ: World\n",
      "6402] pred: Sports / answ: Sports\n",
      "6403] pred: World / answ: World\n",
      "6404] pred: Sports / answ: Sports\n",
      "6405] pred: World / answ: Sports\n",
      "6406] pred: World / answ: Business\n",
      "6407] pred: Sports / answ: Sports\n",
      "6408] pred: Sports / answ: Sports\n",
      "6409] pred: Sports / answ: Sports\n",
      "6410] pred: Sci/Tech / answ: Sci/Tech\n",
      "6411] pred: Sports / answ: Sports\n",
      "6412] pred: World / answ: World\n",
      "6413] pred: World / answ: World\n",
      "6414] pred: World / answ: World\n",
      "6415] pred: Business / answ: Business\n",
      "6416] pred: World / answ: World\n",
      "6417] pred: World / answ: World\n",
      "6418] pred: World / answ: World\n",
      "6419] pred: Sports / answ: Sports\n",
      "6420] pred: World / answ: World\n",
      "6421] pred: Sports / answ: Sports\n",
      "6422] pred: Sports / answ: Sports\n",
      "6423] pred: Sports / answ: Sports\n",
      "6424] pred: Sports / answ: Sports\n",
      "6425] pred: Sports / answ: Sports\n",
      "6426] pred: Sports / answ: Sports\n",
      "6427] pred: Business / answ: Business\n",
      "6428] pred: Sports / answ: Sports\n",
      "6429] pred: World / answ: World\n",
      "6430] pred: World / answ: World\n",
      "6431] pred: Sports / answ: Sports\n",
      "6432] pred: World / answ: World\n",
      "6433] pred: Sports / answ: Sports\n",
      "6434] pred: World / answ: World\n",
      "6435] pred: Business / answ: Business\n",
      "6436] pred: Sci/Tech / answ: Sci/Tech\n",
      "6437] pred: Business / answ: Business\n",
      "6438] pred: Business / answ: Business\n",
      "6439] pred: Business / answ: Business\n",
      "6440] pred: Sci/Tech / answ: Sci/Tech\n",
      "6441] pred: World / answ: World\n",
      "6442] pred: World / answ: Business\n",
      "6443] pred: World / answ: World\n",
      "6444] pred: Sports / answ: Sports\n",
      "6445] pred: World / answ: Business\n",
      "6446] pred: World / answ: Sci/Tech\n",
      "6447] pred: World / answ: World\n",
      "6448] pred: World / answ: World\n",
      "6449] pred: Sci/Tech / answ: World\n",
      "6450] pred: Business / answ: Sci/Tech\n",
      "6451] pred: World / answ: World\n",
      "6452] pred: Sports / answ: Sports\n",
      "6453] pred: World / answ: Sci/Tech\n",
      "6454] pred: Business / answ: Business\n",
      "6455] pred: Sports / answ: Sports\n",
      "6456] pred: World / answ: World\n",
      "6457] pred: World / answ: Business\n",
      "6458] pred: World / answ: Business\n",
      "6459] pred: Sports / answ: Sports\n",
      "6460] pred: Business / answ: Business\n",
      "6461] pred: World / answ: Business\n",
      "6462] pred: Sports / answ: Business\n",
      "6463] pred: Business / answ: Sci/Tech\n",
      "6464] pred: Business / answ: Business\n",
      "6465] pred: World / answ: World\n",
      "6466] pred: Sci/Tech / answ: Sci/Tech\n",
      "6467] pred: Sci/Tech / answ: World\n",
      "6468] pred: World / answ: World\n",
      "6469] pred: Business / answ: Business\n",
      "6470] pred: Sports / answ: Sports\n",
      "6471] pred: Sports / answ: Sports\n",
      "6472] pred: Sports / answ: Sports\n",
      "6473] pred: World / answ: World\n",
      "6474] pred: Business / answ: Sci/Tech\n",
      "6475] pred: World / answ: Business\n",
      "6476] pred: Business / answ: Business\n",
      "6477] pred: Business / answ: Business\n",
      "6478] pred: Sports / answ: Sports\n",
      "6479] pred: World / answ: World\n",
      "6480] pred: World / answ: World\n",
      "6481] pred: World / answ: World\n",
      "6482] pred: Sports / answ: Sports\n",
      "6483] pred: World / answ: World\n",
      "6484] pred: Business / answ: Business\n",
      "6485] pred: Sci/Tech / answ: Sci/Tech\n",
      "6486] pred: Sports / answ: Sports\n",
      "6487] pred: World / answ: World\n",
      "6488] pred: World / answ: World\n",
      "6489] pred: World / answ: World\n",
      "6490] pred: Sports / answ: Sports\n",
      "6491] pred: World / answ: Business\n",
      "6492] pred: World / answ: Sci/Tech\n",
      "6493] pred: Business / answ: Business\n",
      "6494] pred: Sports / answ: Sports\n",
      "6495] pred: Sports / answ: Sports\n",
      "6496] pred: World / answ: Sci/Tech\n",
      "6497] pred: World / answ: World\n",
      "6498] pred: Sports / answ: Sports\n",
      "6499] pred: Sports / answ: Sports\n",
      "6500] pred: World / answ: Sci/Tech\n",
      "6501] pred: World / answ: World\n",
      "6502] pred: Sports / answ: Sports\n",
      "6503] pred: Business / answ: Business\n",
      "6504] pred: Sci/Tech / answ: Sci/Tech\n",
      "6505] pred: Sports / answ: Sports\n",
      "6506] pred: Sci/Tech / answ: Sci/Tech\n",
      "6507] pred: Sci/Tech / answ: Sports\n",
      "6508] pred: Business / answ: Business\n",
      "6509] pred: Business / answ: World\n",
      "6510] pred: Business / answ: Business\n",
      "6511] pred: World / answ: Business\n",
      "6512] pred: Sci/Tech / answ: World\n",
      "6513] pred: Sci/Tech / answ: Sci/Tech\n",
      "6514] pred: World / answ: World\n",
      "6515] pred: Sports / answ: Sports\n",
      "6516] pred: Sci/Tech / answ: World\n",
      "6517] pred: World / answ: World\n",
      "6518] pred: World / answ: World\n",
      "6519] pred: Sports / answ: Sports\n",
      "6520] pred: Sports / answ: Sports\n",
      "6521] pred: Business / answ: Business\n",
      "6522] pred: Sports / answ: Sports\n",
      "6523] pred: World / answ: World\n",
      "6524] pred: Business / answ: Business\n",
      "6525] pred: Sports / answ: Sports\n",
      "6526] pred: World / answ: World\n",
      "6527] pred: Sports / answ: Sports\n",
      "6528] pred: Sports / answ: Sports\n",
      "6529] pred: Sports / answ: Sports\n",
      "6530] pred: Sports / answ: Sports\n",
      "6531] pred: Business / answ: Sci/Tech\n",
      "6532] pred: World / answ: Business\n",
      "6533] pred: Sports / answ: Sports\n",
      "6534] pred: Sports / answ: Sports\n",
      "6535] pred: Business / answ: Business\n",
      "6536] pred: Sports / answ: Sports\n",
      "6537] pred: Sports / answ: Sports\n",
      "6538] pred: Sports / answ: Sports\n",
      "6539] pred: Sci/Tech / answ: Sci/Tech\n",
      "6540] pred: Business / answ: Business\n",
      "6541] pred: Sports / answ: Sports\n",
      "6542] pred: Business / answ: Business\n",
      "6543] pred: World / answ: World\n",
      "6544] pred: World / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6545] pred: World / answ: World\n",
      "6546] pred: Sports / answ: Sports\n",
      "6547] pred: Sports / answ: Sports\n",
      "6548] pred: Sports / answ: Sports\n",
      "6549] pred: World / answ: World\n",
      "6550] pred: Sports / answ: Sports\n",
      "6551] pred: World / answ: World\n",
      "6552] pred: Sci/Tech / answ: Sci/Tech\n",
      "6553] pred: Sports / answ: Sports\n",
      "6554] pred: World / answ: Business\n",
      "6555] pred: Business / answ: Business\n",
      "6556] pred: World / answ: World\n",
      "6557] pred: World / answ: Sci/Tech\n",
      "6558] pred: Business / answ: Sci/Tech\n",
      "6559] pred: World / answ: World\n",
      "6560] pred: Business / answ: Sci/Tech\n",
      "6561] pred: World / answ: Business\n",
      "6562] pred: Sci/Tech / answ: Sci/Tech\n",
      "6563] pred: Sci/Tech / answ: Sci/Tech\n",
      "6564] pred: Sci/Tech / answ: World\n",
      "6565] pred: Business / answ: Business\n",
      "6566] pred: World / answ: Business\n",
      "6567] pred: Business / answ: Sci/Tech\n",
      "6568] pred: Business / answ: Sci/Tech\n",
      "6569] pred: Sports / answ: Sports\n",
      "6570] pred: Sports / answ: Sports\n",
      "6571] pred: Business / answ: Sci/Tech\n",
      "6572] pred: Business / answ: Business\n",
      "6573] pred: Sports / answ: Sports\n",
      "6574] pred: Business / answ: Business\n",
      "6575] pred: Business / answ: Sci/Tech\n",
      "6576] pred: Business / answ: World\n",
      "6577] pred: Sports / answ: Sports\n",
      "6578] pred: World / answ: World\n",
      "6579] pred: World / answ: World\n",
      "6580] pred: World / answ: World\n",
      "6581] pred: Sci/Tech / answ: Sci/Tech\n",
      "6582] pred: Business / answ: Business\n",
      "6583] pred: Business / answ: Business\n",
      "6584] pred: Sports / answ: Sports\n",
      "6585] pred: Business / answ: Business\n",
      "6586] pred: Business / answ: Business\n",
      "6587] pred: World / answ: World\n",
      "6588] pred: World / answ: World\n",
      "6589] pred: Sci/Tech / answ: Sci/Tech\n",
      "6590] pred: Sports / answ: Sports\n",
      "6591] pred: Business / answ: Business\n",
      "6592] pred: Business / answ: Business\n",
      "6593] pred: Business / answ: Business\n",
      "6594] pred: World / answ: Sci/Tech\n",
      "6595] pred: World / answ: World\n",
      "6596] pred: Business / answ: Business\n",
      "6597] pred: World / answ: World\n",
      "6598] pred: Business / answ: Business\n",
      "6599] pred: Business / answ: Sci/Tech\n",
      "6600] pred: Sports / answ: Sports\n",
      "6601] pred: Sports / answ: Sports\n",
      "6602] pred: World / answ: World\n",
      "6603] pred: Sports / answ: Sports\n",
      "6604] pred: Business / answ: Sci/Tech\n",
      "6605] pred: Sci/Tech / answ: Business\n",
      "6606] pred: Sports / answ: Sports\n",
      "6607] pred: World / answ: World\n",
      "6608] pred: Sports / answ: Sports\n",
      "6609] pred: Sports / answ: Sports\n",
      "6610] pred: Business / answ: Sci/Tech\n",
      "6611] pred: Sports / answ: Sports\n",
      "6612] pred: Business / answ: Business\n",
      "6613] pred: Business / answ: Sci/Tech\n",
      "6614] pred: Sci/Tech / answ: Sci/Tech\n",
      "6615] pred: World / answ: World\n",
      "6616] pred: Sports / answ: Sports\n",
      "6617] pred: Sci/Tech / answ: Sci/Tech\n",
      "6618] pred: World / answ: World\n",
      "6619] pred: World / answ: World\n",
      "6620] pred: Sports / answ: Sports\n",
      "6621] pred: Business / answ: Business\n",
      "6622] pred: Sports / answ: Sports\n",
      "6623] pred: Sci/Tech / answ: Business\n",
      "6624] pred: Sports / answ: Sports\n",
      "6625] pred: World / answ: World\n",
      "6626] pred: World / answ: World\n",
      "6627] pred: Sports / answ: Sports\n",
      "6628] pred: Sports / answ: Sports\n",
      "6629] pred: Business / answ: Business\n",
      "6630] pred: Business / answ: Business\n",
      "6631] pred: Sports / answ: Sports\n",
      "6632] pred: World / answ: World\n",
      "6633] pred: World / answ: World\n",
      "6634] pred: Business / answ: Business\n",
      "6635] pred: Business / answ: Business\n",
      "6636] pred: Business / answ: Business\n",
      "6637] pred: World / answ: Business\n",
      "6638] pred: Business / answ: World\n",
      "6639] pred: Business / answ: Business\n",
      "6640] pred: Business / answ: World\n",
      "6641] pred: World / answ: Business\n",
      "6642] pred: Business / answ: Sci/Tech\n",
      "6643] pred: World / answ: World\n",
      "6644] pred: Business / answ: Business\n",
      "6645] pred: Sports / answ: Sports\n",
      "6646] pred: Business / answ: Business\n",
      "6647] pred: Business / answ: Sci/Tech\n",
      "6648] pred: Sci/Tech / answ: Sci/Tech\n",
      "6649] pred: Sci/Tech / answ: Sci/Tech\n",
      "6650] pred: World / answ: World\n",
      "6651] pred: Business / answ: Sci/Tech\n",
      "6652] pred: Sports / answ: Sports\n",
      "6653] pred: World / answ: Sci/Tech\n",
      "6654] pred: Sports / answ: Sports\n",
      "6655] pred: Sci/Tech / answ: Sci/Tech\n",
      "6656] pred: Business / answ: Sci/Tech\n",
      "6657] pred: Sports / answ: Sports\n",
      "6658] pred: Sports / answ: World\n",
      "6659] pred: World / answ: Sci/Tech\n",
      "6660] pred: Sports / answ: Sports\n",
      "6661] pred: Business / answ: Business\n",
      "6662] pred: Business / answ: World\n",
      "6663] pred: Business / answ: Business\n",
      "6664] pred: Sports / answ: Sports\n",
      "6665] pred: World / answ: Business\n",
      "6666] pred: Business / answ: Business\n",
      "6667] pred: World / answ: World\n",
      "6668] pred: Sports / answ: Sports\n",
      "6669] pred: World / answ: World\n",
      "6670] pred: World / answ: Sci/Tech\n",
      "6671] pred: Business / answ: Business\n",
      "6672] pred: Sci/Tech / answ: Sci/Tech\n",
      "6673] pred: Business / answ: Sci/Tech\n",
      "6674] pred: Business / answ: Business\n",
      "6675] pred: Sports / answ: Sports\n",
      "6676] pred: Sports / answ: Sports\n",
      "6677] pred: Business / answ: Business\n",
      "6678] pred: World / answ: World\n",
      "6679] pred: Sci/Tech / answ: Sci/Tech\n",
      "6680] pred: Business / answ: Business\n",
      "6681] pred: Sports / answ: Sports\n",
      "6682] pred: World / answ: World\n",
      "6683] pred: Business / answ: Business\n",
      "6684] pred: Sports / answ: Sports\n",
      "6685] pred: Sci/Tech / answ: Sci/Tech\n",
      "6686] pred: Business / answ: Sci/Tech\n",
      "6687] pred: Sports / answ: Sports\n",
      "6688] pred: Sports / answ: Sports\n",
      "6689] pred: World / answ: World\n",
      "6690] pred: Business / answ: Business\n",
      "6691] pred: Business / answ: Business\n",
      "6692] pred: Sports / answ: Sports\n",
      "6693] pred: Business / answ: Business\n",
      "6694] pred: Business / answ: Business\n",
      "6695] pred: World / answ: Business\n",
      "6696] pred: Sports / answ: Sports\n",
      "6697] pred: World / answ: World\n",
      "6698] pred: World / answ: World\n",
      "6699] pred: World / answ: World\n",
      "6700] pred: World / answ: World\n",
      "6701] pred: Business / answ: Sci/Tech\n",
      "6702] pred: Business / answ: Business\n",
      "6703] pred: Sports / answ: Sports\n",
      "6704] pred: World / answ: World\n",
      "6705] pred: Business / answ: Business\n",
      "6706] pred: Sci/Tech / answ: Sci/Tech\n",
      "6707] pred: Business / answ: Business\n",
      "6708] pred: Sci/Tech / answ: Sci/Tech\n",
      "6709] pred: Sports / answ: Sports\n",
      "6710] pred: World / answ: World\n",
      "6711] pred: World / answ: Business\n",
      "6712] pred: Business / answ: Business\n",
      "6713] pred: Business / answ: Business\n",
      "6714] pred: Sci/Tech / answ: Sci/Tech\n",
      "6715] pred: World / answ: World\n",
      "6716] pred: World / answ: World\n",
      "6717] pred: Sci/Tech / answ: Sci/Tech\n",
      "6718] pred: World / answ: World\n",
      "6719] pred: World / answ: Sci/Tech\n",
      "6720] pred: Business / answ: Sci/Tech\n",
      "6721] pred: Business / answ: Business\n",
      "6722] pred: Sports / answ: Sports\n",
      "6723] pred: Sports / answ: Sci/Tech\n",
      "6724] pred: Business / answ: Business\n",
      "6725] pred: Business / answ: Business\n",
      "6726] pred: Business / answ: Business\n",
      "6727] pred: Sports / answ: Sports\n",
      "6728] pred: Business / answ: Business\n",
      "6729] pred: World / answ: Business\n",
      "6730] pred: Business / answ: Sci/Tech\n",
      "6731] pred: Business / answ: Sci/Tech\n",
      "6732] pred: Sports / answ: Sports\n",
      "6733] pred: World / answ: World\n",
      "6734] pred: Business / answ: World\n",
      "6735] pred: Sports / answ: Sports\n",
      "6736] pred: Sports / answ: Sports\n",
      "6737] pred: Business / answ: Business\n",
      "6738] pred: World / answ: World\n",
      "6739] pred: Business / answ: Business\n",
      "6740] pred: Sports / answ: Sports\n",
      "6741] pred: Sports / answ: Sports\n",
      "6742] pred: Business / answ: Business\n",
      "6743] pred: World / answ: World\n",
      "6744] pred: World / answ: World\n",
      "6745] pred: World / answ: World\n",
      "6746] pred: Sports / answ: Sports\n",
      "6747] pred: Sports / answ: Sports\n",
      "6748] pred: Business / answ: Business\n",
      "6749] pred: Sports / answ: Sports\n",
      "6750] pred: Sci/Tech / answ: Sci/Tech\n",
      "6751] pred: Business / answ: Business\n",
      "6752] pred: World / answ: Sci/Tech\n",
      "6753] pred: Business / answ: Sci/Tech\n",
      "6754] pred: Sports / answ: Sports\n",
      "6755] pred: Sci/Tech / answ: Sci/Tech\n",
      "6756] pred: Business / answ: World\n",
      "6757] pred: Sci/Tech / answ: Sci/Tech\n",
      "6758] pred: Business / answ: Sci/Tech\n",
      "6759] pred: World / answ: Sci/Tech\n",
      "6760] pred: Business / answ: Sci/Tech\n",
      "6761] pred: Sci/Tech / answ: Sci/Tech\n",
      "6762] pred: World / answ: Sci/Tech\n",
      "6763] pred: World / answ: Sci/Tech\n",
      "6764] pred: Sci/Tech / answ: Sci/Tech\n",
      "6765] pred: Business / answ: Sci/Tech\n",
      "6766] pred: Business / answ: World\n",
      "6767] pred: Business / answ: Business\n",
      "6768] pred: World / answ: Sci/Tech\n",
      "6769] pred: Sports / answ: Sports\n",
      "6770] pred: World / answ: World\n",
      "6771] pred: World / answ: World\n",
      "6772] pred: World / answ: Sci/Tech\n",
      "6773] pred: World / answ: Sci/Tech\n",
      "6774] pred: World / answ: Sci/Tech\n",
      "6775] pred: Sports / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6776] pred: World / answ: World\n",
      "6777] pred: World / answ: World\n",
      "6778] pred: Business / answ: Business\n",
      "6779] pred: World / answ: Sci/Tech\n",
      "6780] pred: Business / answ: Sci/Tech\n",
      "6781] pred: Sci/Tech / answ: Sci/Tech\n",
      "6782] pred: Business / answ: Sci/Tech\n",
      "6783] pred: Business / answ: Sci/Tech\n",
      "6784] pred: Business / answ: Business\n",
      "6785] pred: Sci/Tech / answ: Sci/Tech\n",
      "6786] pred: Sports / answ: Sports\n",
      "6787] pred: Sci/Tech / answ: Sci/Tech\n",
      "6788] pred: Sports / answ: Sports\n",
      "6789] pred: Business / answ: Business\n",
      "6790] pred: Business / answ: Business\n",
      "6791] pred: Business / answ: Business\n",
      "6792] pred: World / answ: World\n",
      "6793] pred: Business / answ: Business\n",
      "6794] pred: World / answ: World\n",
      "6795] pred: World / answ: World\n",
      "6796] pred: Business / answ: Business\n",
      "6797] pred: Business / answ: Business\n",
      "6798] pred: Sports / answ: Sports\n",
      "6799] pred: Sports / answ: Sports\n",
      "6800] pred: World / answ: Sci/Tech\n",
      "6801] pred: Sci/Tech / answ: Sci/Tech\n",
      "6802] pred: Sports / answ: Sports\n",
      "6803] pred: World / answ: World\n",
      "6804] pred: World / answ: World\n",
      "6805] pred: Sci/Tech / answ: World\n",
      "6806] pred: World / answ: Business\n",
      "6807] pred: Sci/Tech / answ: Sci/Tech\n",
      "6808] pred: Business / answ: Sci/Tech\n",
      "6809] pred: Sci/Tech / answ: Sci/Tech\n",
      "6810] pred: Business / answ: Business\n",
      "6811] pred: World / answ: Sports\n",
      "6812] pred: World / answ: World\n",
      "6813] pred: Sci/Tech / answ: Sci/Tech\n",
      "6814] pred: Business / answ: Business\n",
      "6815] pred: Business / answ: Sci/Tech\n",
      "6816] pred: World / answ: World\n",
      "6817] pred: World / answ: Business\n",
      "6818] pred: World / answ: World\n",
      "6819] pred: Business / answ: Business\n",
      "6820] pred: World / answ: Sci/Tech\n",
      "6821] pred: Business / answ: Sci/Tech\n",
      "6822] pred: Sports / answ: Sports\n",
      "6823] pred: Sci/Tech / answ: Sci/Tech\n",
      "6824] pred: World / answ: World\n",
      "6825] pred: Sports / answ: Sports\n",
      "6826] pred: Business / answ: Business\n",
      "6827] pred: World / answ: Business\n",
      "6828] pred: Sci/Tech / answ: Sci/Tech\n",
      "6829] pred: Business / answ: Business\n",
      "6830] pred: World / answ: Sports\n",
      "6831] pred: Sci/Tech / answ: Sci/Tech\n",
      "6832] pred: World / answ: World\n",
      "6833] pred: World / answ: World\n",
      "6834] pred: Business / answ: Sci/Tech\n",
      "6835] pred: World / answ: Sci/Tech\n",
      "6836] pred: Business / answ: Business\n",
      "6837] pred: World / answ: World\n",
      "6838] pred: Sci/Tech / answ: Sci/Tech\n",
      "6839] pred: World / answ: World\n",
      "6840] pred: Business / answ: Sci/Tech\n",
      "6841] pred: Business / answ: Sci/Tech\n",
      "6842] pred: World / answ: Sci/Tech\n",
      "6843] pred: Business / answ: Sci/Tech\n",
      "6844] pred: Business / answ: Sci/Tech\n",
      "6845] pred: Business / answ: Business\n",
      "6846] pred: World / answ: Business\n",
      "6847] pred: Business / answ: Business\n",
      "6848] pred: Business / answ: Business\n",
      "6849] pred: Business / answ: Business\n",
      "6850] pred: Business / answ: Business\n",
      "6851] pred: World / answ: World\n",
      "6852] pred: World / answ: World\n",
      "6853] pred: Business / answ: Business\n",
      "6854] pred: World / answ: World\n",
      "6855] pred: World / answ: World\n",
      "6856] pred: World / answ: World\n",
      "6857] pred: Sports / answ: Sports\n",
      "6858] pred: Sports / answ: Sports\n",
      "6859] pred: World / answ: Sports\n",
      "6860] pred: Business / answ: Business\n",
      "6861] pred: World / answ: Sports\n",
      "6862] pred: Business / answ: Business\n",
      "6863] pred: Sports / answ: Sports\n",
      "6864] pred: Business / answ: Sci/Tech\n",
      "6865] pred: Sci/Tech / answ: Sci/Tech\n",
      "6866] pred: Business / answ: Sci/Tech\n",
      "6867] pred: Business / answ: Business\n",
      "6868] pred: Business / answ: Business\n",
      "6869] pred: Sports / answ: Sports\n",
      "6870] pred: World / answ: Sci/Tech\n",
      "6871] pred: Sports / answ: Sports\n",
      "6872] pred: Sports / answ: Sports\n",
      "6873] pred: Business / answ: Sci/Tech\n",
      "6874] pred: Sports / answ: Sports\n",
      "6875] pred: Sports / answ: Sports\n",
      "6876] pred: Sports / answ: Sports\n",
      "6877] pred: Business / answ: Business\n",
      "6878] pred: Business / answ: Business\n",
      "6879] pred: World / answ: World\n",
      "6880] pred: World / answ: World\n",
      "6881] pred: Sports / answ: Sports\n",
      "6882] pred: Sports / answ: Sports\n",
      "6883] pred: Business / answ: Sports\n",
      "6884] pred: Sports / answ: Sports\n",
      "6885] pred: World / answ: World\n",
      "6886] pred: World / answ: World\n",
      "6887] pred: Business / answ: Business\n",
      "6888] pred: Sports / answ: Sports\n",
      "6889] pred: Sports / answ: Sports\n",
      "6890] pred: Sports / answ: Sports\n",
      "6891] pred: World / answ: World\n",
      "6892] pred: Sports / answ: Sports\n",
      "6893] pred: World / answ: Business\n",
      "6894] pred: World / answ: World\n",
      "6895] pred: World / answ: World\n",
      "6896] pred: World / answ: World\n",
      "6897] pred: Sports / answ: Sports\n",
      "6898] pred: Sci/Tech / answ: Sci/Tech\n",
      "6899] pred: World / answ: World\n",
      "6900] pred: Business / answ: Business\n",
      "6901] pred: Sports / answ: Sports\n",
      "6902] pred: World / answ: World\n",
      "6903] pred: Business / answ: Sci/Tech\n",
      "6904] pred: World / answ: Sci/Tech\n",
      "6905] pred: Business / answ: Business\n",
      "6906] pred: Business / answ: Business\n",
      "6907] pred: Sports / answ: Sports\n",
      "6908] pred: World / answ: Sci/Tech\n",
      "6909] pred: Sports / answ: Sports\n",
      "6910] pred: Business / answ: Sci/Tech\n",
      "6911] pred: Business / answ: Sci/Tech\n",
      "6912] pred: Sci/Tech / answ: Sci/Tech\n",
      "6913] pred: World / answ: World\n",
      "6914] pred: Business / answ: World\n",
      "6915] pred: Sports / answ: Sports\n",
      "6916] pred: Business / answ: Business\n",
      "6917] pred: Business / answ: Business\n",
      "6918] pred: Sports / answ: Sports\n",
      "6919] pred: Business / answ: World\n",
      "6920] pred: Sci/Tech / answ: Business\n",
      "6921] pred: World / answ: Business\n",
      "6922] pred: Sports / answ: Sports\n",
      "6923] pred: Sports / answ: Sports\n",
      "6924] pred: Sports / answ: Sports\n",
      "6925] pred: Business / answ: Business\n",
      "6926] pred: Business / answ: Sci/Tech\n",
      "6927] pred: Sports / answ: Sports\n",
      "6928] pred: Sports / answ: Sports\n",
      "6929] pred: World / answ: World\n",
      "6930] pred: Sports / answ: Sports\n",
      "6931] pred: World / answ: Business\n",
      "6932] pred: Sports / answ: Sports\n",
      "6933] pred: Sports / answ: Sports\n",
      "6934] pred: Business / answ: Business\n",
      "6935] pred: World / answ: World\n",
      "6936] pred: Business / answ: Sci/Tech\n",
      "6937] pred: Business / answ: Business\n",
      "6938] pred: World / answ: Business\n",
      "6939] pred: Sports / answ: Sports\n",
      "6940] pred: World / answ: Business\n",
      "6941] pred: Sports / answ: Sports\n",
      "6942] pred: World / answ: World\n",
      "6943] pred: Sci/Tech / answ: Sci/Tech\n",
      "6944] pred: Sports / answ: Sports\n",
      "6945] pred: World / answ: World\n",
      "6946] pred: World / answ: World\n",
      "6947] pred: Business / answ: Business\n",
      "6948] pred: World / answ: World\n",
      "6949] pred: World / answ: World\n",
      "6950] pred: Business / answ: Business\n",
      "6951] pred: World / answ: Sci/Tech\n",
      "6952] pred: World / answ: World\n",
      "6953] pred: Sci/Tech / answ: Sci/Tech\n",
      "6954] pred: Business / answ: Business\n",
      "6955] pred: Sports / answ: Sports\n",
      "6956] pred: Sci/Tech / answ: Sci/Tech\n",
      "6957] pred: Business / answ: Sci/Tech\n",
      "6958] pred: Business / answ: Sci/Tech\n",
      "6959] pred: Business / answ: Business\n",
      "6960] pred: World / answ: World\n",
      "6961] pred: World / answ: Business\n",
      "6962] pred: World / answ: World\n",
      "6963] pred: Sports / answ: Sports\n",
      "6964] pred: World / answ: World\n",
      "6965] pred: Business / answ: World\n",
      "6966] pred: Business / answ: Business\n",
      "6967] pred: World / answ: World\n",
      "6968] pred: Sci/Tech / answ: Sci/Tech\n",
      "6969] pred: Business / answ: Business\n",
      "6970] pred: World / answ: Business\n",
      "6971] pred: Business / answ: Sci/Tech\n",
      "6972] pred: Sci/Tech / answ: Sci/Tech\n",
      "6973] pred: Business / answ: World\n",
      "6974] pred: Business / answ: Business\n",
      "6975] pred: Sci/Tech / answ: Sci/Tech\n",
      "6976] pred: World / answ: World\n",
      "6977] pred: Sports / answ: Sports\n",
      "6978] pred: Sports / answ: Sports\n",
      "6979] pred: Sports / answ: Sports\n",
      "6980] pred: Business / answ: Business\n",
      "6981] pred: Business / answ: Business\n",
      "6982] pred: Business / answ: Business\n",
      "6983] pred: World / answ: World\n",
      "6984] pred: Business / answ: Sci/Tech\n",
      "6985] pred: World / answ: World\n",
      "6986] pred: Business / answ: Business\n",
      "6987] pred: World / answ: World\n",
      "6988] pred: Sports / answ: Sports\n",
      "6989] pred: Business / answ: Business\n",
      "6990] pred: Business / answ: World\n",
      "6991] pred: Business / answ: Sci/Tech\n",
      "6992] pred: Business / answ: Sci/Tech\n",
      "6993] pred: Business / answ: Business\n",
      "6994] pred: Sports / answ: Sports\n",
      "6995] pred: Sports / answ: Sports\n",
      "6996] pred: Business / answ: Business\n",
      "6997] pred: Business / answ: Business\n",
      "6998] pred: World / answ: World\n",
      "6999] pred: Sci/Tech / answ: Sci/Tech\n",
      "7000] pred: Business / answ: Sci/Tech\n",
      "7001] pred: Business / answ: Business\n",
      "7002] pred: Business / answ: Sci/Tech\n",
      "7003] pred: World / answ: Sci/Tech\n",
      "7004] pred: Sci/Tech / answ: Sci/Tech\n",
      "7005] pred: World / answ: Business\n",
      "7006] pred: Sports / answ: Sports\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7007] pred: Sports / answ: Sports\n",
      "7008] pred: World / answ: Business\n",
      "7009] pred: Sports / answ: Sports\n",
      "7010] pred: Sports / answ: Sports\n",
      "7011] pred: World / answ: Sports\n",
      "7012] pred: Sports / answ: Sports\n",
      "7013] pred: Sci/Tech / answ: Business\n",
      "7014] pred: Sci/Tech / answ: Sci/Tech\n",
      "7015] pred: Business / answ: Sci/Tech\n",
      "7016] pred: World / answ: Sports\n",
      "7017] pred: World / answ: World\n",
      "7018] pred: World / answ: World\n",
      "7019] pred: Sports / answ: Sports\n",
      "7020] pred: World / answ: Business\n",
      "7021] pred: World / answ: World\n",
      "7022] pred: World / answ: World\n",
      "7023] pred: Sci/Tech / answ: Sci/Tech\n",
      "7024] pred: World / answ: World\n",
      "7025] pred: World / answ: World\n",
      "7026] pred: Business / answ: Business\n",
      "7027] pred: World / answ: Sci/Tech\n",
      "7028] pred: Business / answ: Business\n",
      "7029] pred: World / answ: World\n",
      "7030] pred: Business / answ: Business\n",
      "7031] pred: World / answ: Sci/Tech\n",
      "7032] pred: World / answ: World\n",
      "7033] pred: Business / answ: Business\n",
      "7034] pred: World / answ: World\n",
      "7035] pred: Business / answ: Sci/Tech\n",
      "7036] pred: World / answ: Sci/Tech\n",
      "7037] pred: World / answ: World\n",
      "7038] pred: World / answ: Sci/Tech\n",
      "7039] pred: Business / answ: Business\n",
      "7040] pred: Sci/Tech / answ: Sci/Tech\n",
      "7041] pred: World / answ: World\n",
      "7042] pred: Business / answ: Business\n",
      "7043] pred: Business / answ: Business\n",
      "7044] pred: Sci/Tech / answ: Sci/Tech\n",
      "7045] pred: Business / answ: Business\n",
      "7046] pred: Business / answ: Business\n",
      "7047] pred: Sports / answ: Sports\n",
      "7048] pred: World / answ: Sci/Tech\n",
      "7049] pred: World / answ: Sci/Tech\n",
      "7050] pred: Business / answ: Business\n",
      "7051] pred: Business / answ: Business\n",
      "7052] pred: Sci/Tech / answ: Sci/Tech\n",
      "7053] pred: World / answ: World\n",
      "7054] pred: World / answ: Sci/Tech\n",
      "7055] pred: Business / answ: Sci/Tech\n",
      "7056] pred: World / answ: Business\n",
      "7057] pred: Business / answ: Business\n",
      "7058] pred: World / answ: World\n",
      "7059] pred: Sci/Tech / answ: Sci/Tech\n",
      "7060] pred: Sci/Tech / answ: Sci/Tech\n",
      "7061] pred: Business / answ: Business\n",
      "7062] pred: World / answ: Sci/Tech\n",
      "7063] pred: World / answ: World\n",
      "7064] pred: Sports / answ: Sports\n",
      "7065] pred: Business / answ: World\n",
      "7066] pred: Sports / answ: Sports\n",
      "7067] pred: Sci/Tech / answ: Sci/Tech\n",
      "7068] pred: Business / answ: Sci/Tech\n",
      "7069] pred: Sports / answ: Sports\n",
      "7070] pred: Business / answ: Business\n",
      "7071] pred: World / answ: World\n",
      "7072] pred: Sports / answ: Sports\n",
      "7073] pred: Business / answ: World\n",
      "7074] pred: Business / answ: Business\n",
      "7075] pred: Business / answ: Business\n",
      "7076] pred: World / answ: World\n",
      "7077] pred: World / answ: World\n",
      "7078] pred: Sports / answ: Sports\n",
      "7079] pred: World / answ: World\n",
      "7080] pred: Business / answ: Business\n",
      "7081] pred: World / answ: Business\n",
      "7082] pred: Business / answ: Business\n",
      "7083] pred: Business / answ: Sci/Tech\n",
      "7084] pred: Sci/Tech / answ: Sci/Tech\n",
      "7085] pred: Sports / answ: Sports\n",
      "7086] pred: World / answ: World\n",
      "7087] pred: World / answ: World\n",
      "7088] pred: Sports / answ: Sports\n",
      "7089] pred: Sci/Tech / answ: Sci/Tech\n",
      "7090] pred: Sports / answ: Sports\n",
      "7091] pred: World / answ: World\n",
      "7092] pred: Sci/Tech / answ: Sci/Tech\n",
      "7093] pred: Sci/Tech / answ: Sci/Tech\n",
      "7094] pred: Sports / answ: Sports\n",
      "7095] pred: Sports / answ: Sports\n",
      "7096] pred: Business / answ: Sci/Tech\n",
      "7097] pred: Business / answ: Sci/Tech\n",
      "7098] pred: Business / answ: Business\n",
      "7099] pred: World / answ: World\n",
      "7100] pred: Sports / answ: Business\n",
      "7101] pred: World / answ: World\n",
      "7102] pred: Business / answ: Sci/Tech\n",
      "7103] pred: Business / answ: Business\n",
      "7104] pred: Business / answ: Business\n",
      "7105] pred: Sports / answ: Sports\n",
      "7106] pred: Business / answ: Business\n",
      "7107] pred: Sports / answ: Sports\n",
      "7108] pred: Business / answ: Business\n",
      "7109] pred: Business / answ: Business\n",
      "7110] pred: World / answ: World\n",
      "7111] pred: Sci/Tech / answ: Sci/Tech\n",
      "7112] pred: Business / answ: Sci/Tech\n",
      "7113] pred: Sports / answ: Sports\n",
      "7114] pred: World / answ: Business\n",
      "7115] pred: Sci/Tech / answ: Business\n",
      "7116] pred: Business / answ: Business\n",
      "7117] pred: Business / answ: Business\n",
      "7118] pred: World / answ: World\n",
      "7119] pred: Business / answ: Business\n",
      "7120] pred: Sci/Tech / answ: Sci/Tech\n",
      "7121] pred: Business / answ: Business\n",
      "7122] pred: Sci/Tech / answ: Sci/Tech\n",
      "7123] pred: Sports / answ: Sports\n",
      "7124] pred: Business / answ: Business\n",
      "7125] pred: Business / answ: Sci/Tech\n",
      "7126] pred: Sci/Tech / answ: Sci/Tech\n",
      "7127] pred: Sports / answ: Sports\n",
      "7128] pred: Sports / answ: Sports\n",
      "7129] pred: Business / answ: Sci/Tech\n",
      "7130] pred: Business / answ: Business\n",
      "7131] pred: Business / answ: Business\n",
      "7132] pred: World / answ: World\n",
      "7133] pred: World / answ: World\n",
      "7134] pred: Business / answ: Business\n",
      "7135] pred: Business / answ: Business\n",
      "7136] pred: Sci/Tech / answ: Sci/Tech\n",
      "7137] pred: World / answ: World\n",
      "7138] pred: Sports / answ: Sports\n",
      "7139] pred: Sci/Tech / answ: Sci/Tech\n",
      "7140] pred: World / answ: World\n",
      "7141] pred: Sports / answ: Sports\n",
      "7142] pred: Sports / answ: Sports\n",
      "7143] pred: Sports / answ: Sports\n",
      "7144] pred: World / answ: World\n",
      "7145] pred: World / answ: World\n",
      "7146] pred: Business / answ: Business\n",
      "7147] pred: Sci/Tech / answ: Sci/Tech\n",
      "7148] pred: Business / answ: Sci/Tech\n",
      "7149] pred: Sports / answ: Sports\n",
      "7150] pred: Sports / answ: Sports\n",
      "7151] pred: Sports / answ: Sports\n",
      "7152] pred: Sports / answ: Sports\n",
      "7153] pred: Sports / answ: Sports\n",
      "7154] pred: Sci/Tech / answ: Sci/Tech\n",
      "7155] pred: Sports / answ: Sports\n",
      "7156] pred: World / answ: Sports\n",
      "7157] pred: Sci/Tech / answ: Sci/Tech\n",
      "7158] pred: Business / answ: Business\n",
      "7159] pred: World / answ: World\n",
      "7160] pred: Sports / answ: Sports\n",
      "7161] pred: Sports / answ: Sports\n",
      "7162] pred: Sports / answ: Sports\n",
      "7163] pred: Business / answ: World\n",
      "7164] pred: Business / answ: Sports\n",
      "7165] pred: Business / answ: Sports\n",
      "7166] pred: Sports / answ: Sports\n",
      "7167] pred: World / answ: World\n",
      "7168] pred: Sports / answ: Sports\n",
      "7169] pred: Sports / answ: Sports\n",
      "7170] pred: World / answ: World\n",
      "7171] pred: World / answ: World\n",
      "7172] pred: World / answ: World\n",
      "7173] pred: Business / answ: Business\n",
      "7174] pred: Sports / answ: Sports\n",
      "7175] pred: Sports / answ: Sports\n",
      "7176] pred: World / answ: World\n",
      "7177] pred: Sci/Tech / answ: Sci/Tech\n",
      "7178] pred: World / answ: World\n",
      "7179] pred: World / answ: World\n",
      "7180] pred: World / answ: World\n",
      "7181] pred: Business / answ: Business\n",
      "7182] pred: Sports / answ: Sports\n",
      "7183] pred: Sports / answ: Sports\n",
      "7184] pred: Sports / answ: Sports\n",
      "7185] pred: Sports / answ: Sports\n",
      "7186] pred: Sports / answ: Sports\n",
      "7187] pred: World / answ: World\n",
      "7188] pred: Sports / answ: Sports\n",
      "7189] pred: Sci/Tech / answ: Business\n",
      "7190] pred: Sports / answ: Sports\n",
      "7191] pred: Sports / answ: Sports\n",
      "7192] pred: World / answ: Sports\n",
      "7193] pred: Sports / answ: Sports\n",
      "7194] pred: Sci/Tech / answ: Sci/Tech\n",
      "7195] pred: World / answ: World\n",
      "7196] pred: Sports / answ: Sports\n",
      "7197] pred: World / answ: World\n",
      "7198] pred: World / answ: World\n",
      "7199] pred: Sports / answ: Sports\n",
      "7200] pred: World / answ: World\n",
      "7201] pred: Sports / answ: Sports\n",
      "7202] pred: Business / answ: Sci/Tech\n",
      "7203] pred: World / answ: World\n",
      "7204] pred: Business / answ: Business\n",
      "7205] pred: Business / answ: Sci/Tech\n",
      "7206] pred: Sci/Tech / answ: Sci/Tech\n",
      "7207] pred: Sci/Tech / answ: Sci/Tech\n",
      "7208] pred: World / answ: World\n",
      "7209] pred: Business / answ: Business\n",
      "7210] pred: Business / answ: Business\n",
      "7211] pred: Sports / answ: Sports\n",
      "7212] pred: Sports / answ: Sports\n",
      "7213] pred: Sports / answ: Sports\n",
      "7214] pred: Business / answ: Business\n",
      "7215] pred: Business / answ: Sci/Tech\n",
      "7216] pred: Business / answ: Business\n",
      "7217] pred: Business / answ: Business\n",
      "7218] pred: Sports / answ: Sports\n",
      "7219] pred: World / answ: World\n",
      "7220] pred: World / answ: World\n",
      "7221] pred: Sports / answ: Sports\n",
      "7222] pred: Sports / answ: Sports\n",
      "7223] pred: Business / answ: Business\n",
      "7224] pred: World / answ: World\n",
      "7225] pred: World / answ: World\n",
      "7226] pred: World / answ: World\n",
      "7227] pred: Business / answ: Business\n",
      "7228] pred: World / answ: Business\n",
      "7229] pred: World / answ: World\n",
      "7230] pred: Business / answ: Business\n",
      "7231] pred: Business / answ: Sci/Tech\n",
      "7232] pred: Sports / answ: Sports\n",
      "7233] pred: Business / answ: Business\n",
      "7234] pred: Sports / answ: Sports\n",
      "7235] pred: Sports / answ: Sports\n",
      "7236] pred: Business / answ: Business\n",
      "7237] pred: World / answ: World\n",
      "7238] pred: Sports / answ: World\n",
      "7239] pred: Business / answ: World\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7240] pred: Business / answ: Business\n",
      "7241] pred: Business / answ: Business\n",
      "7242] pred: Business / answ: Business\n",
      "7243] pred: Sports / answ: Sports\n",
      "7244] pred: World / answ: World\n",
      "7245] pred: World / answ: World\n",
      "7246] pred: Business / answ: Sci/Tech\n",
      "7247] pred: Sci/Tech / answ: Sci/Tech\n",
      "7248] pred: World / answ: World\n",
      "7249] pred: Business / answ: Business\n",
      "7250] pred: World / answ: Business\n",
      "7251] pred: Business / answ: Business\n",
      "7252] pred: World / answ: World\n",
      "7253] pred: World / answ: World\n",
      "7254] pred: Sports / answ: Sports\n",
      "7255] pred: Business / answ: Sci/Tech\n",
      "7256] pred: World / answ: World\n",
      "7257] pred: World / answ: World\n",
      "7258] pred: World / answ: Business\n",
      "7259] pred: Business / answ: Business\n",
      "7260] pred: World / answ: Sci/Tech\n",
      "7261] pred: Sports / answ: Sports\n",
      "7262] pred: World / answ: Sci/Tech\n",
      "7263] pred: Business / answ: Business\n",
      "7264] pred: World / answ: World\n",
      "7265] pred: Business / answ: Business\n",
      "7266] pred: Business / answ: Business\n",
      "7267] pred: World / answ: World\n",
      "7268] pred: Business / answ: Sci/Tech\n",
      "7269] pred: Sports / answ: Sports\n",
      "7270] pred: Business / answ: Sci/Tech\n",
      "7271] pred: Sci/Tech / answ: Sci/Tech\n",
      "7272] pred: Sci/Tech / answ: Sci/Tech\n",
      "7273] pred: Business / answ: Sci/Tech\n",
      "7274] pred: Sci/Tech / answ: Sci/Tech\n",
      "7275] pred: Business / answ: Sci/Tech\n",
      "7276] pred: Sports / answ: Sports\n",
      "7277] pred: World / answ: World\n",
      "7278] pred: Sports / answ: Sports\n",
      "7279] pred: World / answ: Sports\n",
      "7280] pred: World / answ: World\n",
      "7281] pred: Sports / answ: Sports\n",
      "7282] pred: Business / answ: Business\n",
      "7283] pred: Sports / answ: Sports\n",
      "7284] pred: World / answ: World\n",
      "7285] pred: World / answ: World\n",
      "7286] pred: Business / answ: Business\n",
      "7287] pred: Sports / answ: Sports\n",
      "7288] pred: Sports / answ: Sports\n",
      "7289] pred: Sports / answ: Sports\n",
      "7290] pred: Business / answ: Business\n",
      "7291] pred: Business / answ: Sci/Tech\n",
      "7292] pred: World / answ: World\n",
      "7293] pred: Business / answ: Sci/Tech\n",
      "7294] pred: Business / answ: Business\n",
      "7295] pred: World / answ: World\n",
      "7296] pred: World / answ: Sci/Tech\n",
      "7297] pred: World / answ: Sci/Tech\n",
      "7298] pred: Sports / answ: Sports\n",
      "7299] pred: World / answ: World\n",
      "7300] pred: Business / answ: Business\n",
      "7301] pred: Business / answ: Business\n",
      "7302] pred: Sci/Tech / answ: Sci/Tech\n",
      "7303] pred: Business / answ: Business\n",
      "7304] pred: World / answ: Sci/Tech\n",
      "7305] pred: World / answ: Sci/Tech\n",
      "7306] pred: World / answ: Sci/Tech\n",
      "7307] pred: Business / answ: Sci/Tech\n",
      "7308] pred: Sports / answ: Sports\n",
      "7309] pred: Business / answ: Business\n",
      "7310] pred: Sports / answ: Sports\n",
      "7311] pred: Sci/Tech / answ: Sci/Tech\n",
      "7312] pred: World / answ: World\n",
      "7313] pred: World / answ: World\n",
      "7314] pred: World / answ: World\n",
      "7315] pred: Sports / answ: Sports\n",
      "7316] pred: Sports / answ: Sports\n",
      "7317] pred: Sports / answ: Sports\n",
      "7318] pred: Business / answ: Business\n",
      "7319] pred: Sci/Tech / answ: Sci/Tech\n",
      "7320] pred: World / answ: World\n",
      "7321] pred: Business / answ: Business\n",
      "7322] pred: Business / answ: Sci/Tech\n",
      "7323] pred: Sci/Tech / answ: Sci/Tech\n",
      "7324] pred: Sci/Tech / answ: Sci/Tech\n",
      "7325] pred: World / answ: Sci/Tech\n",
      "7326] pred: Sports / answ: Sports\n",
      "7327] pred: World / answ: World\n",
      "7328] pred: Business / answ: Business\n",
      "7329] pred: Business / answ: Business\n",
      "7330] pred: World / answ: Business\n",
      "7331] pred: World / answ: World\n",
      "7332] pred: Business / answ: Sci/Tech\n",
      "7333] pred: Business / answ: Business\n",
      "7334] pred: Business / answ: Business\n",
      "7335] pred: Business / answ: Sci/Tech\n",
      "7336] pred: World / answ: World\n",
      "7337] pred: World / answ: Business\n",
      "7338] pred: Business / answ: Sci/Tech\n",
      "7339] pred: World / answ: Business\n",
      "7340] pred: Sci/Tech / answ: Sci/Tech\n",
      "7341] pred: World / answ: World\n",
      "7342] pred: Sports / answ: Sports\n",
      "7343] pred: Sports / answ: Sports\n",
      "7344] pred: Business / answ: World\n",
      "7345] pred: Sports / answ: Sports\n",
      "7346] pred: Sci/Tech / answ: Sci/Tech\n",
      "7347] pred: Sports / answ: Sports\n",
      "7348] pred: Sci/Tech / answ: Sci/Tech\n",
      "7349] pred: World / answ: Business\n",
      "7350] pred: Sports / answ: Sports\n",
      "7351] pred: Business / answ: Business\n",
      "7352] pred: Sports / answ: Sports\n",
      "7353] pred: World / answ: World\n",
      "7354] pred: Sports / answ: Sports\n",
      "7355] pred: Sports / answ: Sports\n",
      "7356] pred: World / answ: World\n",
      "7357] pred: World / answ: World\n",
      "7358] pred: Sci/Tech / answ: Sci/Tech\n",
      "7359] pred: Sports / answ: Sports\n",
      "7360] pred: Sci/Tech / answ: Sci/Tech\n",
      "7361] pred: Business / answ: Business\n",
      "7362] pred: World / answ: World\n",
      "7363] pred: World / answ: World\n",
      "7364] pred: World / answ: World\n",
      "7365] pred: Sports / answ: Sci/Tech\n",
      "7366] pred: Business / answ: Sci/Tech\n",
      "7367] pred: Sports / answ: Sports\n",
      "7368] pred: World / answ: World\n",
      "7369] pred: World / answ: Business\n",
      "7370] pred: Business / answ: Business\n",
      "7371] pred: World / answ: World\n",
      "7372] pred: World / answ: Sci/Tech\n",
      "7373] pred: Sports / answ: Sports\n",
      "7374] pred: World / answ: Sci/Tech\n",
      "7375] pred: World / answ: World\n",
      "7376] pred: Business / answ: Business\n",
      "7377] pred: Business / answ: Business\n",
      "7378] pred: Business / answ: Sci/Tech\n",
      "7379] pred: Sports / answ: Sports\n",
      "7380] pred: Sports / answ: Sports\n",
      "7381] pred: Sports / answ: Sports\n",
      "7382] pred: World / answ: World\n",
      "7383] pred: Sports / answ: Sports\n",
      "7384] pred: Sports / answ: Sports\n",
      "7385] pred: World / answ: World\n",
      "7386] pred: Business / answ: Business\n",
      "7387] pred: Business / answ: Business\n",
      "7388] pred: Business / answ: Sci/Tech\n",
      "7389] pred: World / answ: Sci/Tech\n",
      "7390] pred: World / answ: World\n",
      "7391] pred: World / answ: Business\n",
      "7392] pred: Sci/Tech / answ: Sci/Tech\n",
      "7393] pred: Sci/Tech / answ: Sci/Tech\n",
      "7394] pred: Sports / answ: Sports\n",
      "7395] pred: Sports / answ: Sports\n",
      "7396] pred: World / answ: World\n",
      "7397] pred: Sports / answ: Sports\n",
      "7398] pred: World / answ: Sci/Tech\n",
      "7399] pred: World / answ: World\n",
      "7400] pred: Business / answ: Business\n",
      "7401] pred: World / answ: Sci/Tech\n",
      "7402] pred: Sports / answ: Sports\n",
      "7403] pred: Sports / answ: Sports\n",
      "7404] pred: Business / answ: Business\n",
      "7405] pred: Business / answ: Business\n",
      "7406] pred: Business / answ: Sci/Tech\n",
      "7407] pred: World / answ: World\n",
      "7408] pred: World / answ: World\n",
      "7409] pred: Business / answ: Sci/Tech\n",
      "7410] pred: World / answ: Sci/Tech\n",
      "7411] pred: Sci/Tech / answ: Sci/Tech\n",
      "7412] pred: Sci/Tech / answ: Sci/Tech\n",
      "7413] pred: World / answ: Business\n",
      "7414] pred: Sports / answ: Sports\n",
      "7415] pred: Business / answ: Business\n",
      "7416] pred: World / answ: Sci/Tech\n",
      "7417] pred: Sci/Tech / answ: Sci/Tech\n",
      "7418] pred: Business / answ: Sci/Tech\n",
      "7419] pred: World / answ: World\n",
      "7420] pred: Business / answ: Business\n",
      "7421] pred: Business / answ: Sci/Tech\n",
      "7422] pred: Business / answ: Business\n",
      "7423] pred: Sports / answ: Sports\n",
      "7424] pred: Sports / answ: Sports\n",
      "7425] pred: Business / answ: Business\n",
      "7426] pred: World / answ: Sci/Tech\n",
      "7427] pred: Sci/Tech / answ: Sci/Tech\n",
      "7428] pred: Sports / answ: Sports\n",
      "7429] pred: Sci/Tech / answ: Sci/Tech\n",
      "7430] pred: Business / answ: Business\n",
      "7431] pred: Business / answ: Business\n",
      "7432] pred: Sports / answ: Sports\n",
      "7433] pred: Sports / answ: Sports\n",
      "7434] pred: Sports / answ: Sports\n",
      "7435] pred: Sports / answ: Sports\n",
      "7436] pred: World / answ: World\n",
      "7437] pred: Sci/Tech / answ: Sci/Tech\n",
      "7438] pred: Business / answ: Business\n",
      "7439] pred: World / answ: Sci/Tech\n",
      "7440] pred: World / answ: Sci/Tech\n",
      "7441] pred: Business / answ: Business\n",
      "7442] pred: Sports / answ: Sports\n",
      "7443] pred: World / answ: World\n",
      "7444] pred: Business / answ: Business\n",
      "7445] pred: Sports / answ: Sports\n",
      "7446] pred: Business / answ: Business\n",
      "7447] pred: Sports / answ: Sports\n",
      "7448] pred: Business / answ: Business\n",
      "7449] pred: Business / answ: Business\n",
      "7450] pred: Business / answ: Business\n",
      "7451] pred: World / answ: Business\n",
      "7452] pred: Business / answ: Business\n",
      "7453] pred: Business / answ: Sci/Tech\n",
      "7454] pred: Sports / answ: Sports\n",
      "7455] pred: Business / answ: Business\n",
      "7456] pred: Business / answ: Sci/Tech\n",
      "7457] pred: Sports / answ: Sports\n",
      "7458] pred: World / answ: World\n",
      "7459] pred: World / answ: World\n",
      "7460] pred: World / answ: World\n",
      "7461] pred: World / answ: Sci/Tech\n",
      "7462] pred: Business / answ: Business\n",
      "7463] pred: Business / answ: Business\n",
      "7464] pred: Business / answ: Business\n",
      "7465] pred: Business / answ: Business\n",
      "7466] pred: Business / answ: Sci/Tech\n",
      "7467] pred: World / answ: World\n",
      "7468] pred: Business / answ: Business\n",
      "7469] pred: Sci/Tech / answ: Sci/Tech\n",
      "7470] pred: Business / answ: Business\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7471] pred: World / answ: World\n",
      "7472] pred: Sci/Tech / answ: Sci/Tech\n",
      "7473] pred: World / answ: World\n",
      "7474] pred: World / answ: World\n",
      "7475] pred: Sports / answ: Sports\n",
      "7476] pred: World / answ: World\n",
      "7477] pred: World / answ: World\n",
      "7478] pred: World / answ: Sci/Tech\n",
      "7479] pred: Sports / answ: Sports\n",
      "7480] pred: Business / answ: Business\n",
      "7481] pred: Business / answ: Sci/Tech\n",
      "7482] pred: World / answ: World\n",
      "7483] pred: World / answ: World\n",
      "7484] pred: Sports / answ: Sports\n",
      "7485] pred: Business / answ: Sci/Tech\n",
      "7486] pred: Sports / answ: Sports\n",
      "7487] pred: Sports / answ: Sports\n",
      "7488] pred: Business / answ: Business\n",
      "7489] pred: Sports / answ: Sports\n",
      "7490] pred: World / answ: World\n",
      "7491] pred: Sci/Tech / answ: Sci/Tech\n",
      "7492] pred: Sci/Tech / answ: Business\n",
      "7493] pred: Sci/Tech / answ: Sci/Tech\n",
      "7494] pred: Business / answ: Sci/Tech\n",
      "7495] pred: World / answ: World\n",
      "7496] pred: Business / answ: Business\n",
      "7497] pred: Business / answ: Sci/Tech\n",
      "7498] pred: Sci/Tech / answ: Sci/Tech\n",
      "7499] pred: Sci/Tech / answ: Sci/Tech\n",
      "7500] pred: Sports / answ: Sports\n",
      "7501] pred: Business / answ: Business\n",
      "7502] pred: World / answ: World\n",
      "7503] pred: Business / answ: Business\n",
      "7504] pred: Business / answ: Sci/Tech\n",
      "7505] pred: Sci/Tech / answ: World\n",
      "7506] pred: Sports / answ: Sports\n",
      "7507] pred: World / answ: Business\n",
      "7508] pred: Business / answ: Business\n",
      "7509] pred: World / answ: World\n",
      "7510] pred: World / answ: World\n",
      "7511] pred: Business / answ: Business\n",
      "7512] pred: World / answ: World\n",
      "7513] pred: Sci/Tech / answ: Sci/Tech\n",
      "7514] pred: Sci/Tech / answ: Sci/Tech\n",
      "7515] pred: Business / answ: Business\n",
      "7516] pred: World / answ: World\n",
      "7517] pred: Sports / answ: Sports\n",
      "7518] pred: Sci/Tech / answ: Sci/Tech\n",
      "7519] pred: World / answ: World\n",
      "7520] pred: Business / answ: Sci/Tech\n",
      "7521] pred: Business / answ: Sci/Tech\n",
      "7522] pred: Business / answ: Sci/Tech\n",
      "7523] pred: Business / answ: Business\n",
      "7524] pred: Business / answ: Business\n",
      "7525] pred: Sports / answ: Sports\n",
      "7526] pred: World / answ: World\n",
      "7527] pred: Business / answ: Sci/Tech\n",
      "7528] pred: Sports / answ: Sports\n",
      "7529] pred: World / answ: World\n",
      "7530] pred: Business / answ: Business\n",
      "7531] pred: Sports / answ: Sports\n",
      "7532] pred: Sports / answ: Sports\n",
      "7533] pred: World / answ: World\n",
      "7534] pred: World / answ: World\n",
      "7535] pred: Business / answ: Business\n",
      "7536] pred: World / answ: World\n",
      "7537] pred: World / answ: Business\n",
      "7538] pred: World / answ: World\n",
      "7539] pred: Sci/Tech / answ: World\n",
      "7540] pred: World / answ: World\n",
      "7541] pred: Business / answ: Sci/Tech\n",
      "7542] pred: Business / answ: Sci/Tech\n",
      "7543] pred: Business / answ: Business\n",
      "7544] pred: World / answ: World\n",
      "7545] pred: World / answ: World\n",
      "7546] pred: World / answ: Sci/Tech\n",
      "7547] pred: Business / answ: Business\n",
      "7548] pred: Business / answ: Business\n",
      "7549] pred: Business / answ: Business\n",
      "7550] pred: World / answ: Sports\n",
      "7551] pred: Sports / answ: Sports\n",
      "7552] pred: World / answ: World\n",
      "7553] pred: World / answ: Business\n",
      "7554] pred: Business / answ: Business\n",
      "7555] pred: Business / answ: Business\n",
      "7556] pred: Business / answ: Business\n",
      "7557] pred: Business / answ: Business\n",
      "7558] pred: Business / answ: Business\n",
      "7559] pred: Sci/Tech / answ: Sci/Tech\n",
      "7560] pred: World / answ: World\n",
      "7561] pred: Business / answ: Business\n",
      "7562] pred: Sports / answ: Sports\n",
      "7563] pred: Sports / answ: Sports\n",
      "7564] pred: Business / answ: Business\n",
      "7565] pred: Sci/Tech / answ: Sci/Tech\n",
      "7566] pred: Business / answ: Sci/Tech\n",
      "7567] pred: Business / answ: Sci/Tech\n",
      "7568] pred: World / answ: World\n",
      "7569] pred: Business / answ: Sci/Tech\n",
      "7570] pred: World / answ: World\n",
      "7571] pred: Sports / answ: Sports\n",
      "7572] pred: Sports / answ: Sports\n",
      "7573] pred: Business / answ: Sci/Tech\n",
      "7574] pred: World / answ: Sci/Tech\n",
      "7575] pred: Sports / answ: Sports\n",
      "7576] pred: Sports / answ: Sports\n",
      "7577] pred: Sports / answ: Sports\n",
      "7578] pred: World / answ: World\n",
      "7579] pred: Business / answ: Business\n",
      "7580] pred: Sports / answ: Sports\n",
      "7581] pred: Business / answ: Business\n",
      "7582] pred: World / answ: Sci/Tech\n",
      "7583] pred: Sports / answ: Sports\n",
      "7584] pred: Sports / answ: Sports\n",
      "7585] pred: Business / answ: World\n",
      "7586] pred: Sports / answ: Sports\n",
      "7587] pred: Sci/Tech / answ: Sci/Tech\n",
      "7588] pred: Business / answ: Sci/Tech\n",
      "7589] pred: Sports / answ: Sports\n",
      "7590] pred: Sports / answ: Sports\n",
      "7591] pred: World / answ: World\n",
      "7592] pred: World / answ: World\n",
      "7593] pred: Sports / answ: Sports\n",
      "7594] pred: World / answ: World\n",
      "7595] pred: World / answ: World\n",
      "7596] pred: Sports / answ: Sports\n",
      "7597] pred: Sports / answ: Sports\n",
      "7598] pred: World / answ: Business\n",
      "7599] pred: Business / answ: Business\n",
      "results: 5567 of 7600 correct!\n",
      "ACC:  0.7325\n"
     ]
    }
   ],
   "source": [
    "labels_agnews = [\"World\", \"Sports\", \"Business\", \"Sci/Tech\"]\n",
    "hypothesis_template = 'This text is about {}.'\n",
    "sequences = lines.copy()\n",
    "answers = labels.copy()\n",
    "\n",
    "print(\"predicting\", len(lines), \"records of test dataset...\")\n",
    "cnt = 0\n",
    "for idx, sequence in enumerate(sequences):\n",
    "    print(idx, end='] ')#sequence, answers[idx])\n",
    "    prediction = classifier(sequence, labels_agnews, hypothesis_template=hypothesis_template, multi_label=True)\n",
    "    print(\"pred: \"+prediction['labels'][0], \"/\", \"answ: \"+labels_agnews[answers[idx]-1])\n",
    "\n",
    "    if prediction['labels'][0] == labels_agnews[answers[idx]-1]:\n",
    "        cnt += 1\n",
    "        \n",
    "print(\"results:\", cnt, \"of\", len(lines), \"correct!\")\n",
    "print(\"ACC: \", cnt/len(lines))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "98c3b3dc",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}