mirror of
https://github.com/20kaushik02/CSE515_MWDB_Project.git
synced 2025-12-06 12:04:07 +00:00
1244 lines
69 KiB
Plaintext
1244 lines
69 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"%load_ext autoreload\n",
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"%autoreload 2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"from utils import *\n",
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"warnings.filterwarnings('ignore')\n",
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"fd_collection = getCollection(\"team_5_mwdb_phase_2\", \"fd_collection\")\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 26,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Applying kmeans on the fc_fd space to get 101 latent semantics (showing only top 10 image-weight pairs for each latent semantic)...\n",
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"Initialized centroids\n",
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"Iteration 0\n",
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"Iteration 1\n",
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"Iteration 2\n",
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"Iteration 3\n",
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"Iteration 4\n",
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"Iteration 5\n",
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"Iteration 6\n",
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"Iteration 7\n",
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"Iteration 8\n",
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"Iteration 9\n",
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"Iteration 10\n",
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"Iteration 11\n",
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"Iter 11 - Converged\n",
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"Latent semantic no. 0\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 1\n",
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"Image_ID\t6694\t-\tWeight\t86.24777040384905\n",
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"Image_ID\t5370\t-\tWeight\t86.41176825659043\n",
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"Image_ID\t5416\t-\tWeight\t86.42286099974446\n",
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"Image_ID\t1884\t-\tWeight\t86.43132487919141\n",
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"Image_ID\t4112\t-\tWeight\t86.44410314063354\n",
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"Image_ID\t5418\t-\tWeight\t86.46202808091046\n",
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"Image_ID\t5824\t-\tWeight\t86.49420117741343\n",
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"Image_ID\t5372\t-\tWeight\t86.51492694134762\n",
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"Image_ID\t8000\t-\tWeight\t86.54565063060723\n",
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"Image_ID\t3378\t-\tWeight\t86.5500002443244\n",
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"Latent semantic no. 2\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 3\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 4\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 5\n",
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"Image_ID\t7352\t-\tWeight\t90.64757095773723\n",
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"Image_ID\t7376\t-\tWeight\t90.71067468608301\n",
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"Image_ID\t7386\t-\tWeight\t90.76267419712356\n",
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"Image_ID\t4120\t-\tWeight\t90.7761953741958\n",
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"Image_ID\t4098\t-\tWeight\t90.78511260904212\n",
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"Image_ID\t4106\t-\tWeight\t90.83692910810315\n",
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"Image_ID\t4164\t-\tWeight\t90.84554230329758\n",
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"Image_ID\t4176\t-\tWeight\t90.87149236402715\n",
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"Image_ID\t4060\t-\tWeight\t90.88059248834472\n",
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"Image_ID\t7346\t-\tWeight\t90.91838962828639\n",
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"Latent semantic no. 6\n",
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"Image_ID\t2474\t-\tWeight\t87.40025737206862\n",
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"Image_ID\t6606\t-\tWeight\t87.4597300269568\n",
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"Image_ID\t6598\t-\tWeight\t87.49991118656628\n",
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"Image_ID\t4838\t-\tWeight\t87.55518151536396\n",
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"Image_ID\t6642\t-\tWeight\t87.55523931323744\n",
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"Image_ID\t2368\t-\tWeight\t87.56413489447696\n",
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"Image_ID\t6628\t-\tWeight\t87.57817539885589\n",
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"Image_ID\t7408\t-\tWeight\t87.57850346166208\n",
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"Image_ID\t6626\t-\tWeight\t87.5806398870456\n",
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"Image_ID\t2476\t-\tWeight\t87.58129887989053\n",
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"Latent semantic no. 7\n",
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"Image_ID\t942\t-\tWeight\t85.98229317331767\n",
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"Image_ID\t920\t-\tWeight\t85.99513494588004\n",
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"Image_ID\t1046\t-\tWeight\t86.00408434902852\n",
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"Image_ID\t1020\t-\tWeight\t86.00891567744765\n",
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"Image_ID\t936\t-\tWeight\t86.02546639856742\n",
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"Image_ID\t1060\t-\tWeight\t86.05504306499252\n",
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"Image_ID\t960\t-\tWeight\t86.05867898471652\n",
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"Image_ID\t1042\t-\tWeight\t86.07480399707968\n",
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"Image_ID\t944\t-\tWeight\t86.07798745777\n",
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"Image_ID\t934\t-\tWeight\t86.09227433231904\n",
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"Latent semantic no. 8\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 9\n",
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"Image_ID\t2944\t-\tWeight\t89.04868094397185\n",
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"Image_ID\t2936\t-\tWeight\t89.06083637784863\n",
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"Image_ID\t2912\t-\tWeight\t89.1068240103825\n",
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"Image_ID\t2368\t-\tWeight\t89.12895236355644\n",
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"Image_ID\t2406\t-\tWeight\t89.13133936211321\n",
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"Image_ID\t2624\t-\tWeight\t89.15467293158144\n",
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"Image_ID\t2696\t-\tWeight\t89.17392195826152\n",
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"Image_ID\t2404\t-\tWeight\t89.20766371443642\n",
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"Image_ID\t2198\t-\tWeight\t89.21491969138262\n",
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"Image_ID\t2542\t-\tWeight\t89.2182757832318\n",
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"Latent semantic no. 10\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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"Latent semantic no. 11\n",
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"Image_ID\t4022\t-\tWeight\t87.41753881066812\n",
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"Image_ID\t3238\t-\tWeight\t87.52799948430496\n",
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"Image_ID\t5156\t-\tWeight\t87.59855885463972\n",
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"Image_ID\t7700\t-\tWeight\t87.60052382803585\n",
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"Image_ID\t3222\t-\tWeight\t87.62636215044996\n",
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"Image_ID\t4728\t-\tWeight\t87.69293881061323\n",
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"Image_ID\t7704\t-\tWeight\t87.71714690058255\n",
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"Image_ID\t4680\t-\tWeight\t87.75786740558478\n",
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"Image_ID\t4828\t-\tWeight\t87.76226145849695\n",
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"Image_ID\t7726\t-\tWeight\t87.80492647988473\n",
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"Latent semantic no. 12\n",
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"Image_ID\t4436\t-\tWeight\t86.67681607776012\n",
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"Image_ID\t6218\t-\tWeight\t86.69967018736763\n",
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"Image_ID\t5156\t-\tWeight\t86.81702458893257\n",
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"Image_ID\t7720\t-\tWeight\t86.88467103268661\n",
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"Image_ID\t8018\t-\tWeight\t86.90994797716274\n",
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"Image_ID\t5164\t-\tWeight\t86.91181467438722\n",
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"Image_ID\t6432\t-\tWeight\t86.96600194651431\n",
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"Image_ID\t6448\t-\tWeight\t86.97061278957824\n",
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"Image_ID\t4270\t-\tWeight\t86.97954158868984\n",
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"Image_ID\t5310\t-\tWeight\t87.0191494868232\n",
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"Latent semantic no. 13\n",
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"Image_ID\t3198\t-\tWeight\t89.31644919831085\n",
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"Image_ID\t4816\t-\tWeight\t89.37038132683568\n",
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"Image_ID\t7704\t-\tWeight\t89.41332029542151\n",
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"Image_ID\t3346\t-\tWeight\t89.48035710097939\n",
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"Image_ID\t8056\t-\tWeight\t89.51973616499744\n",
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"Image_ID\t7340\t-\tWeight\t89.52525208876524\n",
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"Image_ID\t4828\t-\tWeight\t89.5413501480498\n",
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"Image_ID\t4826\t-\tWeight\t89.55601898263475\n",
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"Image_ID\t4930\t-\tWeight\t89.55797770138608\n",
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"Image_ID\t4784\t-\tWeight\t89.5642232429917\n",
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"Latent semantic no. 14\n",
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"Image_ID\t8064\t-\tWeight\t88.45902740459917\n",
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"Image_ID\t8388\t-\tWeight\t88.55823365104827\n",
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"Image_ID\t8030\t-\tWeight\t88.6383474641654\n",
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"Image_ID\t8012\t-\tWeight\t88.67329988585138\n",
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"Image_ID\t8000\t-\tWeight\t88.69723161557924\n",
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"Image_ID\t8070\t-\tWeight\t88.71323154069493\n",
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"Image_ID\t8056\t-\tWeight\t88.73224186664692\n",
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"Image_ID\t8044\t-\tWeight\t88.74005605651269\n",
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"Image_ID\t8038\t-\tWeight\t88.74112633874262\n",
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"Image_ID\t4900\t-\tWeight\t88.74360021219267\n",
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"Latent semantic no. 15\n",
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"Image_ID\t4836\t-\tWeight\t89.93597669387725\n",
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"Image_ID\t4804\t-\tWeight\t89.95222317881516\n",
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"Image_ID\t4834\t-\tWeight\t89.95861895776788\n",
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"Image_ID\t4784\t-\tWeight\t89.96717048757617\n",
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"Image_ID\t4792\t-\tWeight\t89.97718459210286\n",
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"Image_ID\t4796\t-\tWeight\t90.00291005824353\n",
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"Image_ID\t4838\t-\tWeight\t90.00789776028019\n",
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"Image_ID\t4786\t-\tWeight\t90.01069854022265\n",
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"Image_ID\t4622\t-\tWeight\t90.03274790898605\n",
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"Image_ID\t5418\t-\tWeight\t90.04014897318623\n",
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"Latent semantic no. 16\n",
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"Image_ID\t4356\t-\tWeight\t88.71442930545756\n",
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"Image_ID\t7408\t-\tWeight\t88.83832522639833\n",
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"Image_ID\t4340\t-\tWeight\t88.8476687632454\n",
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"Image_ID\t5080\t-\tWeight\t88.8710063812181\n",
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"Image_ID\t7386\t-\tWeight\t88.89401963700948\n",
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"Image_ID\t2368\t-\tWeight\t88.91836637444757\n",
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"Image_ID\t1994\t-\tWeight\t88.9279831620539\n",
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"Image_ID\t7338\t-\tWeight\t88.93450044727868\n",
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"Image_ID\t7336\t-\tWeight\t88.94343388001364\n",
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"Image_ID\t5146\t-\tWeight\t88.94496346681454\n",
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"Latent semantic no. 17\n",
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"Image_ID\t5802\t-\tWeight\t92.88369959056688\n",
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"Image_ID\t5156\t-\tWeight\t92.89628938747803\n",
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"Image_ID\t5804\t-\tWeight\t92.91763657448669\n",
|
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"Image_ID\t5870\t-\tWeight\t92.92775097577334\n",
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"Image_ID\t5824\t-\tWeight\t92.93267145413694\n",
|
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"Image_ID\t5822\t-\tWeight\t92.94855741716044\n",
|
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"Image_ID\t4728\t-\tWeight\t92.96073257561997\n",
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"Image_ID\t5820\t-\tWeight\t92.9736508717931\n",
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|
"Image_ID\t5854\t-\tWeight\t92.97705991756656\n",
|
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"Image_ID\t4838\t-\tWeight\t92.9951395534961\n",
|
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"Latent semantic no. 18\n",
|
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"Image_ID\t3206\t-\tWeight\t91.25042380610218\n",
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"Image_ID\t2368\t-\tWeight\t91.26183510352539\n",
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"Image_ID\t5602\t-\tWeight\t91.29297056963065\n",
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"Image_ID\t7700\t-\tWeight\t91.35213902271698\n",
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"Image_ID\t2312\t-\tWeight\t91.36075159865251\n",
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"Image_ID\t7704\t-\tWeight\t91.36574897091297\n",
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"Image_ID\t2944\t-\tWeight\t91.38350810633338\n",
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"Image_ID\t1936\t-\tWeight\t91.3943608122145\n",
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"Image_ID\t2474\t-\tWeight\t91.41546986639196\n",
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"Image_ID\t2052\t-\tWeight\t91.41978571312745\n",
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"Latent semantic no. 19\n",
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"Image_ID\t7958\t-\tWeight\t87.6541449823757\n",
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"Image_ID\t4570\t-\tWeight\t87.69308950212205\n",
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"Image_ID\t7944\t-\tWeight\t87.71886300978065\n",
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"Image_ID\t3416\t-\tWeight\t87.73885213647506\n",
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"Image_ID\t4456\t-\tWeight\t87.7609829890399\n",
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"Image_ID\t7964\t-\tWeight\t87.80942071356425\n",
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"Image_ID\t6210\t-\tWeight\t87.8216368006498\n",
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"Image_ID\t6912\t-\tWeight\t87.82696946580515\n",
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"Image_ID\t2936\t-\tWeight\t87.86269147697347\n",
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"Image_ID\t4388\t-\tWeight\t87.8744868378565\n",
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"Latent semantic no. 20\n",
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"Image_ID\t3346\t-\tWeight\t87.96218777986847\n",
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"Image_ID\t5376\t-\tWeight\t88.11918284335448\n",
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"Image_ID\t6650\t-\tWeight\t88.13026176275342\n",
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"Image_ID\t4120\t-\tWeight\t88.15491138527892\n",
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"Image_ID\t6678\t-\tWeight\t88.16708541805143\n",
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"Image_ID\t6652\t-\tWeight\t88.20034021241193\n",
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"Image_ID\t7368\t-\tWeight\t88.20944919088015\n",
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"Image_ID\t3348\t-\tWeight\t88.23635534928184\n",
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"Image_ID\t3358\t-\tWeight\t88.27092228656878\n",
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"Image_ID\t4550\t-\tWeight\t88.27510400346307\n",
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"Latent semantic no. 21\n",
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"Image_ID\t0\t-\tWeight\tnan\n",
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"Image_ID\t2\t-\tWeight\tnan\n",
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"Image_ID\t4\t-\tWeight\tnan\n",
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"Image_ID\t6\t-\tWeight\tnan\n",
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"Image_ID\t8\t-\tWeight\tnan\n",
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"Image_ID\t10\t-\tWeight\tnan\n",
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"Image_ID\t12\t-\tWeight\tnan\n",
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"Image_ID\t14\t-\tWeight\tnan\n",
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"Image_ID\t16\t-\tWeight\tnan\n",
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"Image_ID\t18\t-\tWeight\tnan\n",
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|
"Latent semantic no. 22\n",
|
|
"Image_ID\t4140\t-\tWeight\t89.86484204287082\n",
|
|
"Image_ID\t4510\t-\tWeight\t90.14647492802428\n",
|
|
"Image_ID\t2856\t-\tWeight\t90.18503256940957\n",
|
|
"Image_ID\t4504\t-\tWeight\t90.27216505362344\n",
|
|
"Image_ID\t5362\t-\tWeight\t90.30097111048967\n",
|
|
"Image_ID\t4520\t-\tWeight\t90.34232000159137\n",
|
|
"Image_ID\t4494\t-\tWeight\t90.34374772059383\n",
|
|
"Image_ID\t4984\t-\tWeight\t90.37459222705623\n",
|
|
"Image_ID\t2902\t-\tWeight\t90.37860441225983\n",
|
|
"Image_ID\t2764\t-\tWeight\t90.38613195624941\n",
|
|
"Latent semantic no. 23\n",
|
|
"Image_ID\t7902\t-\tWeight\t88.58910581231534\n",
|
|
"Image_ID\t8064\t-\tWeight\t88.85415812036153\n",
|
|
"Image_ID\t5308\t-\tWeight\t88.90816257797974\n",
|
|
"Image_ID\t5930\t-\tWeight\t88.96367059278609\n",
|
|
"Image_ID\t6296\t-\tWeight\t88.97553574815636\n",
|
|
"Image_ID\t6922\t-\tWeight\t88.98785316676987\n",
|
|
"Image_ID\t6916\t-\tWeight\t88.99043864848856\n",
|
|
"Image_ID\t5910\t-\tWeight\t88.99232343464888\n",
|
|
"Image_ID\t6294\t-\tWeight\t89.0021868755143\n",
|
|
"Image_ID\t8050\t-\tWeight\t89.00803677320208\n",
|
|
"Latent semantic no. 24\n",
|
|
"Image_ID\t7244\t-\tWeight\t86.16184519315041\n",
|
|
"Image_ID\t7402\t-\tWeight\t86.20902836482321\n",
|
|
"Image_ID\t1740\t-\tWeight\t86.31403299459166\n",
|
|
"Image_ID\t5322\t-\tWeight\t86.3321154227239\n",
|
|
"Image_ID\t7332\t-\tWeight\t86.33423027472288\n",
|
|
"Image_ID\t7352\t-\tWeight\t86.35094188643379\n",
|
|
"Image_ID\t2398\t-\tWeight\t86.35985802738831\n",
|
|
"Image_ID\t2794\t-\tWeight\t86.36883399536076\n",
|
|
"Image_ID\t5290\t-\tWeight\t86.36936064973959\n",
|
|
"Image_ID\t4068\t-\tWeight\t86.37966504091469\n",
|
|
"Latent semantic no. 25\n",
|
|
"Image_ID\t8336\t-\tWeight\t87.80333602701593\n",
|
|
"Image_ID\t1916\t-\tWeight\t87.91519966834713\n",
|
|
"Image_ID\t3214\t-\tWeight\t88.04996134485624\n",
|
|
"Image_ID\t1884\t-\tWeight\t88.11666972703097\n",
|
|
"Image_ID\t5088\t-\tWeight\t88.19212889526298\n",
|
|
"Image_ID\t4728\t-\tWeight\t88.19847786264056\n",
|
|
"Image_ID\t1880\t-\tWeight\t88.20676731088574\n",
|
|
"Image_ID\t7720\t-\tWeight\t88.21361155637078\n",
|
|
"Image_ID\t4382\t-\tWeight\t88.24764243310348\n",
|
|
"Image_ID\t4270\t-\tWeight\t88.2514399463752\n",
|
|
"Latent semantic no. 26\n",
|
|
"Image_ID\t1074\t-\tWeight\t88.447684452512\n",
|
|
"Image_ID\t1810\t-\tWeight\t88.57188442187989\n",
|
|
"Image_ID\t1104\t-\tWeight\t88.63634914342056\n",
|
|
"Image_ID\t1860\t-\tWeight\t88.64804502830324\n",
|
|
"Image_ID\t1070\t-\tWeight\t88.6810145996332\n",
|
|
"Image_ID\t1128\t-\tWeight\t88.72549519914838\n",
|
|
"Image_ID\t1764\t-\tWeight\t88.73195353569196\n",
|
|
"Image_ID\t1758\t-\tWeight\t88.73995883129075\n",
|
|
"Image_ID\t1108\t-\tWeight\t88.7429170143801\n",
|
|
"Image_ID\t1840\t-\tWeight\t88.74939503190697\n",
|
|
"Latent semantic no. 27\n",
|
|
"Image_ID\t6694\t-\tWeight\t85.84086155636386\n",
|
|
"Image_ID\t5852\t-\tWeight\t85.98726558014859\n",
|
|
"Image_ID\t5850\t-\tWeight\t86.14750950339153\n",
|
|
"Image_ID\t7196\t-\tWeight\t86.1502407332287\n",
|
|
"Image_ID\t6418\t-\tWeight\t86.16540492083459\n",
|
|
"Image_ID\t3364\t-\tWeight\t86.17914217200325\n",
|
|
"Image_ID\t6702\t-\tWeight\t86.18075440814934\n",
|
|
"Image_ID\t5156\t-\tWeight\t86.18120446274955\n",
|
|
"Image_ID\t5872\t-\tWeight\t86.19376729186416\n",
|
|
"Image_ID\t6174\t-\tWeight\t86.20112095944498\n",
|
|
"Latent semantic no. 28\n",
|
|
"Image_ID\t7704\t-\tWeight\t89.44989721646836\n",
|
|
"Image_ID\t7700\t-\tWeight\t89.50767906345772\n",
|
|
"Image_ID\t8030\t-\tWeight\t89.58917111648921\n",
|
|
"Image_ID\t7716\t-\tWeight\t89.61482359453626\n",
|
|
"Image_ID\t4696\t-\tWeight\t89.63209910812765\n",
|
|
"Image_ID\t8298\t-\tWeight\t89.68288100514273\n",
|
|
"Image_ID\t6680\t-\tWeight\t89.70668926565826\n",
|
|
"Image_ID\t4946\t-\tWeight\t89.71422694720974\n",
|
|
"Image_ID\t7720\t-\tWeight\t89.71903526779427\n",
|
|
"Image_ID\t8068\t-\tWeight\t89.76427261697894\n",
|
|
"Latent semantic no. 29\n",
|
|
"Image_ID\t7700\t-\tWeight\t88.72682746659379\n",
|
|
"Image_ID\t7704\t-\tWeight\t88.86391083966221\n",
|
|
"Image_ID\t3214\t-\tWeight\t89.03164366659627\n",
|
|
"Image_ID\t8030\t-\tWeight\t89.04148340876165\n",
|
|
"Image_ID\t7738\t-\tWeight\t89.10421390387106\n",
|
|
"Image_ID\t4790\t-\tWeight\t89.1047061529149\n",
|
|
"Image_ID\t3238\t-\tWeight\t89.13054774800906\n",
|
|
"Image_ID\t8044\t-\tWeight\t89.13097968424894\n",
|
|
"Image_ID\t7748\t-\tWeight\t89.1422817278473\n",
|
|
"Image_ID\t7154\t-\tWeight\t89.16602873249813\n",
|
|
"Latent semantic no. 30\n",
|
|
"Image_ID\t5376\t-\tWeight\t87.66695149283436\n",
|
|
"Image_ID\t2238\t-\tWeight\t87.75075169312677\n",
|
|
"Image_ID\t2674\t-\tWeight\t87.75372167792074\n",
|
|
"Image_ID\t5156\t-\tWeight\t87.77725248693956\n",
|
|
"Image_ID\t2214\t-\tWeight\t87.82561452947769\n",
|
|
"Image_ID\t5384\t-\tWeight\t87.83698193071733\n",
|
|
"Image_ID\t2556\t-\tWeight\t87.85147065058716\n",
|
|
"Image_ID\t2474\t-\tWeight\t87.85478688001746\n",
|
|
"Image_ID\t2710\t-\tWeight\t87.86152864699527\n",
|
|
"Image_ID\t7204\t-\tWeight\t87.87318447034271\n",
|
|
"Latent semantic no. 31\n",
|
|
"Image_ID\t1108\t-\tWeight\t88.5917516851893\n",
|
|
"Image_ID\t1782\t-\tWeight\t88.60934529582849\n",
|
|
"Image_ID\t2024\t-\tWeight\t88.61898861779629\n",
|
|
"Image_ID\t1096\t-\tWeight\t88.62688775799296\n",
|
|
"Image_ID\t4494\t-\tWeight\t88.62964254172651\n",
|
|
"Image_ID\t1492\t-\tWeight\t88.63145376195882\n",
|
|
"Image_ID\t1110\t-\tWeight\t88.64822567672941\n",
|
|
"Image_ID\t1998\t-\tWeight\t88.6634040708559\n",
|
|
"Image_ID\t1616\t-\tWeight\t88.67521521436682\n",
|
|
"Image_ID\t1676\t-\tWeight\t88.68097863695839\n",
|
|
"Latent semantic no. 32\n",
|
|
"Image_ID\t2606\t-\tWeight\t90.99386997243806\n",
|
|
"Image_ID\t1988\t-\tWeight\t91.02616576603171\n",
|
|
"Image_ID\t2312\t-\tWeight\t91.04047075268295\n",
|
|
"Image_ID\t5654\t-\tWeight\t91.04971709387992\n",
|
|
"Image_ID\t5104\t-\tWeight\t91.09871344270306\n",
|
|
"Image_ID\t2408\t-\tWeight\t91.10462932034581\n",
|
|
"Image_ID\t2380\t-\tWeight\t91.13105272803249\n",
|
|
"Image_ID\t2406\t-\tWeight\t91.13494416096799\n",
|
|
"Image_ID\t2228\t-\tWeight\t91.13567145611566\n",
|
|
"Image_ID\t2424\t-\tWeight\t91.14592621004473\n",
|
|
"Latent semantic no. 33\n",
|
|
"Image_ID\t4022\t-\tWeight\t89.84642594543604\n",
|
|
"Image_ID\t5156\t-\tWeight\t89.91893102748803\n",
|
|
"Image_ID\t6612\t-\tWeight\t89.92551827570942\n",
|
|
"Image_ID\t4008\t-\tWeight\t89.92963716156265\n",
|
|
"Image_ID\t934\t-\tWeight\t89.92986266457386\n",
|
|
"Image_ID\t5174\t-\tWeight\t89.93092248136756\n",
|
|
"Image_ID\t946\t-\tWeight\t89.9564425258312\n",
|
|
"Image_ID\t6628\t-\tWeight\t89.95814851287538\n",
|
|
"Image_ID\t940\t-\tWeight\t89.95952669019012\n",
|
|
"Image_ID\t3948\t-\tWeight\t89.97251244573975\n",
|
|
"Latent semantic no. 34\n",
|
|
"Image_ID\t2558\t-\tWeight\t88.75651028065141\n",
|
|
"Image_ID\t2310\t-\tWeight\t88.87846666554044\n",
|
|
"Image_ID\t2368\t-\tWeight\t88.9751128762646\n",
|
|
"Image_ID\t2312\t-\tWeight\t89.02049956710398\n",
|
|
"Image_ID\t4086\t-\tWeight\t89.06274084592813\n",
|
|
"Image_ID\t922\t-\tWeight\t89.07397383309979\n",
|
|
"Image_ID\t2476\t-\tWeight\t89.07711153933982\n",
|
|
"Image_ID\t2438\t-\tWeight\t89.09158649258974\n",
|
|
"Image_ID\t5370\t-\tWeight\t89.10384981516941\n",
|
|
"Image_ID\t5376\t-\tWeight\t89.1083871777014\n",
|
|
"Latent semantic no. 35\n",
|
|
"Image_ID\t1778\t-\tWeight\t89.02356310708977\n",
|
|
"Image_ID\t1076\t-\tWeight\t89.03001005257754\n",
|
|
"Image_ID\t1810\t-\tWeight\t89.04003429133581\n",
|
|
"Image_ID\t1562\t-\tWeight\t89.0480773571983\n",
|
|
"Image_ID\t1154\t-\tWeight\t89.07240737428626\n",
|
|
"Image_ID\t1122\t-\tWeight\t89.09182542057793\n",
|
|
"Image_ID\t7728\t-\tWeight\t89.13325686551619\n",
|
|
"Image_ID\t1114\t-\tWeight\t89.13874161232562\n",
|
|
"Image_ID\t1664\t-\tWeight\t89.14097291989448\n",
|
|
"Image_ID\t1074\t-\tWeight\t89.14554857160557\n",
|
|
"Latent semantic no. 36\n",
|
|
"Image_ID\t7704\t-\tWeight\t86.54593960909813\n",
|
|
"Image_ID\t4838\t-\tWeight\t86.57103078166504\n",
|
|
"Image_ID\t8030\t-\tWeight\t86.61953918473453\n",
|
|
"Image_ID\t7720\t-\tWeight\t86.61967158626888\n",
|
|
"Image_ID\t4828\t-\tWeight\t86.6720108971525\n",
|
|
"Image_ID\t7758\t-\tWeight\t86.69835706802114\n",
|
|
"Image_ID\t4340\t-\tWeight\t86.71992969866406\n",
|
|
"Image_ID\t4382\t-\tWeight\t86.75642522723395\n",
|
|
"Image_ID\t8068\t-\tWeight\t86.75729307265075\n",
|
|
"Image_ID\t7686\t-\tWeight\t86.76332518198649\n",
|
|
"Latent semantic no. 37\n",
|
|
"Image_ID\t5310\t-\tWeight\t86.90985037169483\n",
|
|
"Image_ID\t4236\t-\tWeight\t86.97643941827066\n",
|
|
"Image_ID\t5032\t-\tWeight\t86.99965217743606\n",
|
|
"Image_ID\t6598\t-\tWeight\t87.01740457929483\n",
|
|
"Image_ID\t5150\t-\tWeight\t87.03703663917709\n",
|
|
"Image_ID\t6642\t-\tWeight\t87.05613721169718\n",
|
|
"Image_ID\t6600\t-\tWeight\t87.06308993510669\n",
|
|
"Image_ID\t3182\t-\tWeight\t87.07630583366654\n",
|
|
"Image_ID\t7546\t-\tWeight\t87.1087689192526\n",
|
|
"Image_ID\t5286\t-\tWeight\t87.11812354402787\n",
|
|
"Latent semantic no. 38\n",
|
|
"Image_ID\t6882\t-\tWeight\t92.62966233237255\n",
|
|
"Image_ID\t5384\t-\tWeight\t92.64528919150807\n",
|
|
"Image_ID\t7720\t-\tWeight\t92.6649318398373\n",
|
|
"Image_ID\t5364\t-\tWeight\t92.67201666901403\n",
|
|
"Image_ID\t4170\t-\tWeight\t92.68652146031363\n",
|
|
"Image_ID\t5376\t-\tWeight\t92.70385463208531\n",
|
|
"Image_ID\t4126\t-\tWeight\t92.7227575880467\n",
|
|
"Image_ID\t6232\t-\tWeight\t92.73401059049777\n",
|
|
"Image_ID\t5372\t-\tWeight\t92.75406540439869\n",
|
|
"Image_ID\t5368\t-\tWeight\t92.75965506120552\n",
|
|
"Latent semantic no. 39\n",
|
|
"Image_ID\t2894\t-\tWeight\t87.90707389888186\n",
|
|
"Image_ID\t2368\t-\tWeight\t87.93705322166254\n",
|
|
"Image_ID\t6628\t-\tWeight\t87.9815627259868\n",
|
|
"Image_ID\t4728\t-\tWeight\t88.00628896116119\n",
|
|
"Image_ID\t4708\t-\tWeight\t88.04550367249361\n",
|
|
"Image_ID\t4686\t-\tWeight\t88.09533348353604\n",
|
|
"Image_ID\t4942\t-\tWeight\t88.11214399523702\n",
|
|
"Image_ID\t7704\t-\tWeight\t88.13631048352592\n",
|
|
"Image_ID\t4820\t-\tWeight\t88.13763138722983\n",
|
|
"Image_ID\t4126\t-\tWeight\t88.15193056591507\n",
|
|
"Latent semantic no. 40\n",
|
|
"Image_ID\t1214\t-\tWeight\t87.34418344061751\n",
|
|
"Image_ID\t1212\t-\tWeight\t87.39000435521427\n",
|
|
"Image_ID\t1840\t-\tWeight\t87.39974094603078\n",
|
|
"Image_ID\t4330\t-\tWeight\t87.4121208594063\n",
|
|
"Image_ID\t7902\t-\tWeight\t87.47983133092741\n",
|
|
"Image_ID\t3432\t-\tWeight\t87.51329158111787\n",
|
|
"Image_ID\t4656\t-\tWeight\t87.51849204229575\n",
|
|
"Image_ID\t3460\t-\tWeight\t87.5309302478826\n",
|
|
"Image_ID\t7908\t-\tWeight\t87.53185663276665\n",
|
|
"Image_ID\t2792\t-\tWeight\t87.53805225740376\n",
|
|
"Latent semantic no. 41\n",
|
|
"Image_ID\t1916\t-\tWeight\t88.28915191575848\n",
|
|
"Image_ID\t896\t-\tWeight\t88.59319131983725\n",
|
|
"Image_ID\t986\t-\tWeight\t88.62391726238216\n",
|
|
"Image_ID\t1010\t-\tWeight\t88.6265258035925\n",
|
|
"Image_ID\t6172\t-\tWeight\t88.65120552686204\n",
|
|
"Image_ID\t910\t-\tWeight\t88.65596393892446\n",
|
|
"Image_ID\t976\t-\tWeight\t88.66401155899828\n",
|
|
"Image_ID\t900\t-\tWeight\t88.66531862985444\n",
|
|
"Image_ID\t4616\t-\tWeight\t88.6696594363229\n",
|
|
"Image_ID\t972\t-\tWeight\t88.67366010406501\n",
|
|
"Latent semantic no. 42\n",
|
|
"Image_ID\t6922\t-\tWeight\t87.1202785027324\n",
|
|
"Image_ID\t7616\t-\tWeight\t87.12485595667385\n",
|
|
"Image_ID\t6912\t-\tWeight\t87.22593048258594\n",
|
|
"Image_ID\t7902\t-\tWeight\t87.27811082023815\n",
|
|
"Image_ID\t7624\t-\tWeight\t87.33271903737663\n",
|
|
"Image_ID\t6932\t-\tWeight\t87.33307451489563\n",
|
|
"Image_ID\t6924\t-\tWeight\t87.34472141346441\n",
|
|
"Image_ID\t6190\t-\tWeight\t87.38478156098549\n",
|
|
"Image_ID\t1286\t-\tWeight\t87.3850488972728\n",
|
|
"Image_ID\t7696\t-\tWeight\t87.42143784009906\n",
|
|
"Latent semantic no. 43\n",
|
|
"Image_ID\t1778\t-\tWeight\t86.24437944252624\n",
|
|
"Image_ID\t4728\t-\tWeight\t86.27099686180829\n",
|
|
"Image_ID\t1428\t-\tWeight\t86.30162087211455\n",
|
|
"Image_ID\t1294\t-\tWeight\t86.31855429701581\n",
|
|
"Image_ID\t1122\t-\tWeight\t86.35353793941226\n",
|
|
"Image_ID\t1560\t-\tWeight\t86.3698780882323\n",
|
|
"Image_ID\t1862\t-\tWeight\t86.38591004062131\n",
|
|
"Image_ID\t1072\t-\tWeight\t86.40424868346773\n",
|
|
"Image_ID\t1510\t-\tWeight\t86.41537192037187\n",
|
|
"Image_ID\t1374\t-\tWeight\t86.42111798596154\n",
|
|
"Latent semantic no. 44\n",
|
|
"Image_ID\t3762\t-\tWeight\t90.00132768346799\n",
|
|
"Image_ID\t5852\t-\tWeight\t90.00495750045143\n",
|
|
"Image_ID\t5872\t-\tWeight\t90.06431527323468\n",
|
|
"Image_ID\t4102\t-\tWeight\t90.06850236421991\n",
|
|
"Image_ID\t7402\t-\tWeight\t90.09395697709277\n",
|
|
"Image_ID\t4098\t-\tWeight\t90.10630608462922\n",
|
|
"Image_ID\t5802\t-\tWeight\t90.10750969701621\n",
|
|
"Image_ID\t7332\t-\tWeight\t90.12791644438683\n",
|
|
"Image_ID\t7398\t-\tWeight\t90.15071016937546\n",
|
|
"Image_ID\t7342\t-\tWeight\t90.15530607531313\n",
|
|
"Latent semantic no. 45\n",
|
|
"Image_ID\t7704\t-\tWeight\t87.28285550316976\n",
|
|
"Image_ID\t1212\t-\tWeight\t87.33217458317203\n",
|
|
"Image_ID\t1750\t-\tWeight\t87.39208778944099\n",
|
|
"Image_ID\t7720\t-\tWeight\t87.39809776716828\n",
|
|
"Image_ID\t1560\t-\tWeight\t87.39928570308041\n",
|
|
"Image_ID\t1074\t-\tWeight\t87.40735179314476\n",
|
|
"Image_ID\t1348\t-\tWeight\t87.41785529265846\n",
|
|
"Image_ID\t7700\t-\tWeight\t87.43530081687966\n",
|
|
"Image_ID\t1758\t-\tWeight\t87.45808728174451\n",
|
|
"Image_ID\t1374\t-\tWeight\t87.45934975840045\n",
|
|
"Latent semantic no. 46\n",
|
|
"Image_ID\t7704\t-\tWeight\t87.94576484623228\n",
|
|
"Image_ID\t3246\t-\tWeight\t88.00506652473103\n",
|
|
"Image_ID\t4600\t-\tWeight\t88.0179837072344\n",
|
|
"Image_ID\t6342\t-\tWeight\t88.04403529595196\n",
|
|
"Image_ID\t6352\t-\tWeight\t88.06876231706778\n",
|
|
"Image_ID\t6922\t-\tWeight\t88.08363683859432\n",
|
|
"Image_ID\t5852\t-\tWeight\t88.08671515145315\n",
|
|
"Image_ID\t7386\t-\tWeight\t88.08962795310308\n",
|
|
"Image_ID\t6920\t-\tWeight\t88.11985674391767\n",
|
|
"Image_ID\t7398\t-\tWeight\t88.12268684896914\n",
|
|
"Latent semantic no. 47\n",
|
|
"Image_ID\t7704\t-\tWeight\t88.1788850927885\n",
|
|
"Image_ID\t3240\t-\tWeight\t88.2753203397972\n",
|
|
"Image_ID\t976\t-\tWeight\t88.27870968247419\n",
|
|
"Image_ID\t872\t-\tWeight\t88.28861978376635\n",
|
|
"Image_ID\t8520\t-\tWeight\t88.30280742818479\n",
|
|
"Image_ID\t7758\t-\tWeight\t88.3167711306483\n",
|
|
"Image_ID\t1750\t-\tWeight\t88.31778957234057\n",
|
|
"Image_ID\t1778\t-\tWeight\t88.3200527252172\n",
|
|
"Image_ID\t896\t-\tWeight\t88.32478952914494\n",
|
|
"Image_ID\t7720\t-\tWeight\t88.35298489373174\n",
|
|
"Latent semantic no. 48\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 49\n",
|
|
"Image_ID\t7720\t-\tWeight\t90.15184868438516\n",
|
|
"Image_ID\t3940\t-\tWeight\t90.1798815360305\n",
|
|
"Image_ID\t3222\t-\tWeight\t90.20844781978592\n",
|
|
"Image_ID\t4584\t-\tWeight\t90.23677487768238\n",
|
|
"Image_ID\t3220\t-\tWeight\t90.25535658444292\n",
|
|
"Image_ID\t8512\t-\tWeight\t90.28313184974597\n",
|
|
"Image_ID\t3238\t-\tWeight\t90.28613120802542\n",
|
|
"Image_ID\t7016\t-\tWeight\t90.33732013969987\n",
|
|
"Image_ID\t6606\t-\tWeight\t90.34398692221934\n",
|
|
"Image_ID\t4764\t-\tWeight\t90.34913766391256\n",
|
|
"Latent semantic no. 50\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 51\n",
|
|
"Image_ID\t2474\t-\tWeight\t90.09059535786318\n",
|
|
"Image_ID\t2078\t-\tWeight\t90.23725908334548\n",
|
|
"Image_ID\t2312\t-\tWeight\t90.23738248730997\n",
|
|
"Image_ID\t2116\t-\tWeight\t90.24657883963151\n",
|
|
"Image_ID\t2412\t-\tWeight\t90.29423718416923\n",
|
|
"Image_ID\t2068\t-\tWeight\t90.29945426396222\n",
|
|
"Image_ID\t2650\t-\tWeight\t90.32283048949566\n",
|
|
"Image_ID\t2602\t-\tWeight\t90.33017440020221\n",
|
|
"Image_ID\t2438\t-\tWeight\t90.33953852945602\n",
|
|
"Image_ID\t2406\t-\tWeight\t90.3422241869283\n",
|
|
"Latent semantic no. 52\n",
|
|
"Image_ID\t6936\t-\tWeight\t86.14625388908418\n",
|
|
"Image_ID\t4278\t-\tWeight\t86.2253469545425\n",
|
|
"Image_ID\t6912\t-\tWeight\t86.31263452148897\n",
|
|
"Image_ID\t4246\t-\tWeight\t86.3597289626618\n",
|
|
"Image_ID\t7980\t-\tWeight\t86.36390515722906\n",
|
|
"Image_ID\t7720\t-\tWeight\t86.36657631122799\n",
|
|
"Image_ID\t7738\t-\tWeight\t86.3792389558034\n",
|
|
"Image_ID\t2940\t-\tWeight\t86.40549094656707\n",
|
|
"Image_ID\t3214\t-\tWeight\t86.4234994269869\n",
|
|
"Image_ID\t4236\t-\tWeight\t86.44272657937451\n",
|
|
"Latent semantic no. 53\n",
|
|
"Image_ID\t2902\t-\tWeight\t89.93428788763727\n",
|
|
"Image_ID\t4140\t-\tWeight\t89.94536699372794\n",
|
|
"Image_ID\t2896\t-\tWeight\t89.96478884463608\n",
|
|
"Image_ID\t2890\t-\tWeight\t90.0113966259351\n",
|
|
"Image_ID\t3182\t-\tWeight\t90.05134780498115\n",
|
|
"Image_ID\t7376\t-\tWeight\t90.1389236606174\n",
|
|
"Image_ID\t5386\t-\tWeight\t90.19207138307499\n",
|
|
"Image_ID\t4120\t-\tWeight\t90.20494091666205\n",
|
|
"Image_ID\t2872\t-\tWeight\t90.21936463499995\n",
|
|
"Image_ID\t3132\t-\tWeight\t90.22526129646967\n",
|
|
"Latent semantic no. 54\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 55\n",
|
|
"Image_ID\t3090\t-\tWeight\t89.77420421836791\n",
|
|
"Image_ID\t4980\t-\tWeight\t90.10942253431193\n",
|
|
"Image_ID\t5678\t-\tWeight\t90.25174771623084\n",
|
|
"Image_ID\t4942\t-\tWeight\t90.25880234747584\n",
|
|
"Image_ID\t6660\t-\tWeight\t90.26300822331702\n",
|
|
"Image_ID\t6246\t-\tWeight\t90.28280094646746\n",
|
|
"Image_ID\t5658\t-\tWeight\t90.30941268411487\n",
|
|
"Image_ID\t6476\t-\tWeight\t90.34150020433678\n",
|
|
"Image_ID\t6764\t-\tWeight\t90.34868084077216\n",
|
|
"Image_ID\t6218\t-\tWeight\t90.3545699149964\n",
|
|
"Latent semantic no. 56\n",
|
|
"Image_ID\t4270\t-\tWeight\t88.77582076583622\n",
|
|
"Image_ID\t6184\t-\tWeight\t88.81635809203968\n",
|
|
"Image_ID\t6170\t-\tWeight\t88.96682709755494\n",
|
|
"Image_ID\t6146\t-\tWeight\t89.00006292369699\n",
|
|
"Image_ID\t4236\t-\tWeight\t89.00108968348162\n",
|
|
"Image_ID\t4248\t-\tWeight\t89.07963941062201\n",
|
|
"Image_ID\t4242\t-\tWeight\t89.08260449904508\n",
|
|
"Image_ID\t5156\t-\tWeight\t89.08498530558549\n",
|
|
"Image_ID\t4254\t-\tWeight\t89.10782701957987\n",
|
|
"Image_ID\t7630\t-\tWeight\t89.11177262266172\n",
|
|
"Latent semantic no. 57\n",
|
|
"Image_ID\t6218\t-\tWeight\t89.10654660127496\n",
|
|
"Image_ID\t7152\t-\tWeight\t89.16003688857154\n",
|
|
"Image_ID\t6924\t-\tWeight\t89.19536795404636\n",
|
|
"Image_ID\t7948\t-\tWeight\t89.19825168690419\n",
|
|
"Image_ID\t4164\t-\tWeight\t89.21420212008154\n",
|
|
"Image_ID\t942\t-\tWeight\t89.24477027639863\n",
|
|
"Image_ID\t7966\t-\tWeight\t89.25213643020135\n",
|
|
"Image_ID\t8052\t-\tWeight\t89.25561528912483\n",
|
|
"Image_ID\t4106\t-\tWeight\t89.26491227286999\n",
|
|
"Image_ID\t3198\t-\tWeight\t89.26634770851963\n",
|
|
"Latent semantic no. 58\n",
|
|
"Image_ID\t6244\t-\tWeight\t87.9252644621365\n",
|
|
"Image_ID\t2770\t-\tWeight\t87.98087876574613\n",
|
|
"Image_ID\t6650\t-\tWeight\t88.1100667257138\n",
|
|
"Image_ID\t3352\t-\tWeight\t88.1266279470227\n",
|
|
"Image_ID\t4026\t-\tWeight\t88.20730740364812\n",
|
|
"Image_ID\t5376\t-\tWeight\t88.23468328570743\n",
|
|
"Image_ID\t4584\t-\tWeight\t88.25711982796575\n",
|
|
"Image_ID\t3940\t-\tWeight\t88.25759908198268\n",
|
|
"Image_ID\t4838\t-\tWeight\t88.28928235246106\n",
|
|
"Image_ID\t6652\t-\tWeight\t88.29298227566578\n",
|
|
"Latent semantic no. 59\n",
|
|
"Image_ID\t3806\t-\tWeight\t90.97637085357731\n",
|
|
"Image_ID\t7704\t-\tWeight\t90.99904730028013\n",
|
|
"Image_ID\t8530\t-\tWeight\t91.04293199305144\n",
|
|
"Image_ID\t4104\t-\tWeight\t91.08425861611666\n",
|
|
"Image_ID\t3940\t-\tWeight\t91.09073792441117\n",
|
|
"Image_ID\t7738\t-\tWeight\t91.09676622810753\n",
|
|
"Image_ID\t7700\t-\tWeight\t91.09734966294592\n",
|
|
"Image_ID\t2278\t-\tWeight\t91.09801149990307\n",
|
|
"Image_ID\t3240\t-\tWeight\t91.10263037512594\n",
|
|
"Image_ID\t5654\t-\tWeight\t91.10884748994746\n",
|
|
"Latent semantic no. 60\n",
|
|
"Image_ID\t6916\t-\tWeight\t89.45111211641026\n",
|
|
"Image_ID\t1058\t-\tWeight\t89.53732001791982\n",
|
|
"Image_ID\t942\t-\tWeight\t89.558886510572\n",
|
|
"Image_ID\t958\t-\tWeight\t89.58184035277407\n",
|
|
"Image_ID\t4270\t-\tWeight\t89.63543626811098\n",
|
|
"Image_ID\t2424\t-\tWeight\t89.64331533702523\n",
|
|
"Image_ID\t926\t-\tWeight\t89.66518009102234\n",
|
|
"Image_ID\t1020\t-\tWeight\t89.68027623386692\n",
|
|
"Image_ID\t4494\t-\tWeight\t89.7094794545812\n",
|
|
"Image_ID\t1040\t-\tWeight\t89.7181002390123\n",
|
|
"Latent semantic no. 61\n",
|
|
"Image_ID\t5852\t-\tWeight\t88.48262420173582\n",
|
|
"Image_ID\t1810\t-\tWeight\t88.48303023585287\n",
|
|
"Image_ID\t1166\t-\tWeight\t88.50826486505805\n",
|
|
"Image_ID\t1286\t-\tWeight\t88.51021491197656\n",
|
|
"Image_ID\t1530\t-\tWeight\t88.52019252210945\n",
|
|
"Image_ID\t1752\t-\tWeight\t88.54497273106028\n",
|
|
"Image_ID\t6600\t-\tWeight\t88.54679003993495\n",
|
|
"Image_ID\t1560\t-\tWeight\t88.54840216325297\n",
|
|
"Image_ID\t1608\t-\tWeight\t88.54858482853388\n",
|
|
"Image_ID\t1644\t-\tWeight\t88.5535998099343\n",
|
|
"Latent semantic no. 62\n",
|
|
"Image_ID\t4022\t-\tWeight\t92.27440795041889\n",
|
|
"Image_ID\t8000\t-\tWeight\t92.28637110855257\n",
|
|
"Image_ID\t8050\t-\tWeight\t92.31462543020213\n",
|
|
"Image_ID\t6872\t-\tWeight\t92.33651759015696\n",
|
|
"Image_ID\t3432\t-\tWeight\t92.34357206483118\n",
|
|
"Image_ID\t8064\t-\tWeight\t92.37993338749051\n",
|
|
"Image_ID\t7832\t-\tWeight\t92.41841951013765\n",
|
|
"Image_ID\t8032\t-\tWeight\t92.46776567109228\n",
|
|
"Image_ID\t7900\t-\tWeight\t92.4828320262045\n",
|
|
"Image_ID\t4838\t-\tWeight\t92.49027862234693\n",
|
|
"Latent semantic no. 63\n",
|
|
"Image_ID\t5852\t-\tWeight\t90.48822706956535\n",
|
|
"Image_ID\t7200\t-\tWeight\t90.48843376280308\n",
|
|
"Image_ID\t4802\t-\tWeight\t90.50078603470266\n",
|
|
"Image_ID\t904\t-\tWeight\t90.50192631399365\n",
|
|
"Image_ID\t5872\t-\tWeight\t90.51742131155257\n",
|
|
"Image_ID\t896\t-\tWeight\t90.5208007569666\n",
|
|
"Image_ID\t5074\t-\tWeight\t90.54071406451389\n",
|
|
"Image_ID\t5802\t-\tWeight\t90.55009209608625\n",
|
|
"Image_ID\t5850\t-\tWeight\t90.55476524344512\n",
|
|
"Image_ID\t1052\t-\tWeight\t90.55828740209857\n",
|
|
"Latent semantic no. 64\n",
|
|
"Image_ID\t938\t-\tWeight\t91.35890750364672\n",
|
|
"Image_ID\t3958\t-\tWeight\t91.3767116513224\n",
|
|
"Image_ID\t5148\t-\tWeight\t91.45220550661134\n",
|
|
"Image_ID\t4642\t-\tWeight\t91.48126744290404\n",
|
|
"Image_ID\t4622\t-\tWeight\t91.48166894535946\n",
|
|
"Image_ID\t6344\t-\tWeight\t91.49938995271499\n",
|
|
"Image_ID\t5150\t-\tWeight\t91.53229419670643\n",
|
|
"Image_ID\t5156\t-\tWeight\t91.54440014118005\n",
|
|
"Image_ID\t5234\t-\tWeight\t91.54475439323207\n",
|
|
"Image_ID\t934\t-\tWeight\t91.55435253474316\n",
|
|
"Latent semantic no. 65\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 66\n",
|
|
"Image_ID\t1884\t-\tWeight\t88.36009327400762\n",
|
|
"Image_ID\t5310\t-\tWeight\t88.47013814030365\n",
|
|
"Image_ID\t6922\t-\tWeight\t88.4760999916122\n",
|
|
"Image_ID\t6012\t-\tWeight\t88.47786367443865\n",
|
|
"Image_ID\t7956\t-\tWeight\t88.52357048216508\n",
|
|
"Image_ID\t7560\t-\tWeight\t88.5333135114252\n",
|
|
"Image_ID\t4102\t-\tWeight\t88.53392803917055\n",
|
|
"Image_ID\t6912\t-\tWeight\t88.54242161811551\n",
|
|
"Image_ID\t6920\t-\tWeight\t88.55605549481041\n",
|
|
"Image_ID\t7958\t-\tWeight\t88.56523521375891\n",
|
|
"Latent semantic no. 67\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 68\n",
|
|
"Image_ID\t6922\t-\tWeight\t88.97555965474324\n",
|
|
"Image_ID\t5614\t-\tWeight\t89.13221941287263\n",
|
|
"Image_ID\t6936\t-\tWeight\t89.14087554314409\n",
|
|
"Image_ID\t5678\t-\tWeight\t89.16807126770114\n",
|
|
"Image_ID\t2436\t-\tWeight\t89.22999031228645\n",
|
|
"Image_ID\t6932\t-\tWeight\t89.29127671281968\n",
|
|
"Image_ID\t7148\t-\tWeight\t89.30696440167635\n",
|
|
"Image_ID\t2474\t-\tWeight\t89.33881574577734\n",
|
|
"Image_ID\t6924\t-\tWeight\t89.37218662272257\n",
|
|
"Image_ID\t7144\t-\tWeight\t89.38231015357783\n",
|
|
"Latent semantic no. 69\n",
|
|
"Image_ID\t4812\t-\tWeight\t86.14114514185201\n",
|
|
"Image_ID\t4846\t-\tWeight\t86.15242673989768\n",
|
|
"Image_ID\t6628\t-\tWeight\t86.15768125101238\n",
|
|
"Image_ID\t1656\t-\tWeight\t86.16944094059217\n",
|
|
"Image_ID\t1740\t-\tWeight\t86.18092758726853\n",
|
|
"Image_ID\t6618\t-\tWeight\t86.18683990619505\n",
|
|
"Image_ID\t4834\t-\tWeight\t86.18986646352988\n",
|
|
"Image_ID\t7340\t-\tWeight\t86.20216511954754\n",
|
|
"Image_ID\t6612\t-\tWeight\t86.20367322749482\n",
|
|
"Image_ID\t1758\t-\tWeight\t86.2127921411654\n",
|
|
"Latent semantic no. 70\n",
|
|
"Image_ID\t3220\t-\tWeight\t89.13454402672143\n",
|
|
"Image_ID\t2940\t-\tWeight\t89.2956550248684\n",
|
|
"Image_ID\t5054\t-\tWeight\t89.35874005244268\n",
|
|
"Image_ID\t5654\t-\tWeight\t89.38367810130735\n",
|
|
"Image_ID\t5376\t-\tWeight\t89.40485139804943\n",
|
|
"Image_ID\t5644\t-\tWeight\t89.44009855314272\n",
|
|
"Image_ID\t6352\t-\tWeight\t89.49456877594085\n",
|
|
"Image_ID\t4038\t-\tWeight\t89.52817714691476\n",
|
|
"Image_ID\t7328\t-\tWeight\t89.53658515364435\n",
|
|
"Image_ID\t5628\t-\tWeight\t89.54272627928619\n",
|
|
"Latent semantic no. 71\n",
|
|
"Image_ID\t6026\t-\tWeight\t87.24597880019654\n",
|
|
"Image_ID\t6010\t-\tWeight\t87.29872566750541\n",
|
|
"Image_ID\t6008\t-\tWeight\t87.30556394272789\n",
|
|
"Image_ID\t5996\t-\tWeight\t87.30701046727573\n",
|
|
"Image_ID\t6012\t-\tWeight\t87.33474974121008\n",
|
|
"Image_ID\t8098\t-\tWeight\t87.3394104062729\n",
|
|
"Image_ID\t5990\t-\tWeight\t87.36125375420274\n",
|
|
"Image_ID\t4728\t-\tWeight\t87.39662087580174\n",
|
|
"Image_ID\t6014\t-\tWeight\t87.43733443137002\n",
|
|
"Image_ID\t5992\t-\tWeight\t87.46484608387125\n",
|
|
"Latent semantic no. 72\n",
|
|
"Image_ID\t2436\t-\tWeight\t89.53691473971136\n",
|
|
"Image_ID\t2078\t-\tWeight\t89.55764931274295\n",
|
|
"Image_ID\t5852\t-\tWeight\t89.57147007684355\n",
|
|
"Image_ID\t2554\t-\tWeight\t89.57648061221118\n",
|
|
"Image_ID\t2068\t-\tWeight\t89.59106767845208\n",
|
|
"Image_ID\t2424\t-\tWeight\t89.60136439622522\n",
|
|
"Image_ID\t1984\t-\tWeight\t89.61020589256563\n",
|
|
"Image_ID\t2642\t-\tWeight\t89.61901925226833\n",
|
|
"Image_ID\t2472\t-\tWeight\t89.6198969834998\n",
|
|
"Image_ID\t5802\t-\tWeight\t89.62167852540945\n",
|
|
"Latent semantic no. 73\n",
|
|
"Image_ID\t2310\t-\tWeight\t89.67248957259147\n",
|
|
"Image_ID\t5362\t-\tWeight\t89.80911704035512\n",
|
|
"Image_ID\t2368\t-\tWeight\t89.96110943381042\n",
|
|
"Image_ID\t3346\t-\tWeight\t89.96381471920319\n",
|
|
"Image_ID\t2186\t-\tWeight\t89.97288681935248\n",
|
|
"Image_ID\t5384\t-\tWeight\t90.0078579314617\n",
|
|
"Image_ID\t2180\t-\tWeight\t90.01041847886842\n",
|
|
"Image_ID\t3356\t-\tWeight\t90.03077653201424\n",
|
|
"Image_ID\t4494\t-\tWeight\t90.04703159559632\n",
|
|
"Image_ID\t2788\t-\tWeight\t90.05244058235918\n",
|
|
"Latent semantic no. 74\n",
|
|
"Image_ID\t1074\t-\tWeight\t87.85872356502425\n",
|
|
"Image_ID\t1738\t-\tWeight\t87.91843644085242\n",
|
|
"Image_ID\t1758\t-\tWeight\t88.02017510479632\n",
|
|
"Image_ID\t1608\t-\tWeight\t88.0216288013008\n",
|
|
"Image_ID\t1718\t-\tWeight\t88.03048086125212\n",
|
|
"Image_ID\t1778\t-\tWeight\t88.03458845467921\n",
|
|
"Image_ID\t1808\t-\tWeight\t88.03937482063795\n",
|
|
"Image_ID\t1158\t-\tWeight\t88.04461387129828\n",
|
|
"Image_ID\t1286\t-\tWeight\t88.04913205157611\n",
|
|
"Image_ID\t1852\t-\tWeight\t88.05885322109293\n",
|
|
"Latent semantic no. 75\n",
|
|
"Image_ID\t4356\t-\tWeight\t89.61837266938768\n",
|
|
"Image_ID\t7704\t-\tWeight\t89.7968945636183\n",
|
|
"Image_ID\t7720\t-\tWeight\t89.80297896733283\n",
|
|
"Image_ID\t7700\t-\tWeight\t89.84551820651306\n",
|
|
"Image_ID\t4270\t-\tWeight\t89.86313422848194\n",
|
|
"Image_ID\t4404\t-\tWeight\t89.9192836535801\n",
|
|
"Image_ID\t4236\t-\tWeight\t90.03511956006274\n",
|
|
"Image_ID\t4254\t-\tWeight\t90.05821902170833\n",
|
|
"Image_ID\t4038\t-\tWeight\t90.06256053828315\n",
|
|
"Image_ID\t4348\t-\tWeight\t90.06323957917324\n",
|
|
"Latent semantic no. 76\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 77\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 78\n",
|
|
"Image_ID\t4728\t-\tWeight\t88.38731876425989\n",
|
|
"Image_ID\t3958\t-\tWeight\t88.47691303131506\n",
|
|
"Image_ID\t6912\t-\tWeight\t88.50332360424315\n",
|
|
"Image_ID\t4236\t-\tWeight\t88.53826591513592\n",
|
|
"Image_ID\t4724\t-\tWeight\t88.6403349698232\n",
|
|
"Image_ID\t4402\t-\tWeight\t88.66895123888668\n",
|
|
"Image_ID\t4360\t-\tWeight\t88.68633546068656\n",
|
|
"Image_ID\t7402\t-\tWeight\t88.69146857656513\n",
|
|
"Image_ID\t4398\t-\tWeight\t88.69256515272716\n",
|
|
"Image_ID\t4366\t-\tWeight\t88.71748707174505\n",
|
|
"Latent semantic no. 79\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 80\n",
|
|
"Image_ID\t5370\t-\tWeight\t87.27439095454655\n",
|
|
"Image_ID\t5382\t-\tWeight\t87.29759580760152\n",
|
|
"Image_ID\t5156\t-\tWeight\t87.3092193068339\n",
|
|
"Image_ID\t5150\t-\tWeight\t87.35534374495286\n",
|
|
"Image_ID\t5162\t-\tWeight\t87.39015435557953\n",
|
|
"Image_ID\t5418\t-\tWeight\t87.43006401719745\n",
|
|
"Image_ID\t5410\t-\tWeight\t87.4309007618408\n",
|
|
"Image_ID\t5170\t-\tWeight\t87.43537134290779\n",
|
|
"Image_ID\t5424\t-\tWeight\t87.4363040184357\n",
|
|
"Image_ID\t5372\t-\tWeight\t87.43822670987063\n",
|
|
"Latent semantic no. 81\n",
|
|
"Image_ID\t2180\t-\tWeight\t87.46318688043219\n",
|
|
"Image_ID\t2186\t-\tWeight\t87.56167125860551\n",
|
|
"Image_ID\t2168\t-\tWeight\t87.60065161780193\n",
|
|
"Image_ID\t1778\t-\tWeight\t87.62269469713135\n",
|
|
"Image_ID\t2278\t-\tWeight\t87.64914169380536\n",
|
|
"Image_ID\t6922\t-\tWeight\t87.66193461412291\n",
|
|
"Image_ID\t2146\t-\tWeight\t87.66620955072564\n",
|
|
"Image_ID\t1614\t-\tWeight\t87.74725990056837\n",
|
|
"Image_ID\t1994\t-\tWeight\t87.75949255192486\n",
|
|
"Image_ID\t2178\t-\tWeight\t87.79233225185834\n",
|
|
"Latent semantic no. 82\n",
|
|
"Image_ID\t5654\t-\tWeight\t87.70808012360229\n",
|
|
"Image_ID\t5674\t-\tWeight\t87.96135849637315\n",
|
|
"Image_ID\t4270\t-\tWeight\t88.00482615715241\n",
|
|
"Image_ID\t5038\t-\tWeight\t88.01969361810276\n",
|
|
"Image_ID\t5502\t-\tWeight\t88.09635610416296\n",
|
|
"Image_ID\t5046\t-\tWeight\t88.14065062344345\n",
|
|
"Image_ID\t4838\t-\tWeight\t88.14921302388126\n",
|
|
"Image_ID\t5520\t-\tWeight\t88.17296443358039\n",
|
|
"Image_ID\t5644\t-\tWeight\t88.17717429346908\n",
|
|
"Image_ID\t4254\t-\tWeight\t88.1868528859597\n",
|
|
"Latent semantic no. 83\n",
|
|
"Image_ID\t2186\t-\tWeight\t90.85727363439722\n",
|
|
"Image_ID\t5364\t-\tWeight\t90.8976108963733\n",
|
|
"Image_ID\t1612\t-\tWeight\t90.96217398464522\n",
|
|
"Image_ID\t2312\t-\tWeight\t90.99917983030396\n",
|
|
"Image_ID\t1096\t-\tWeight\t91.01911645466302\n",
|
|
"Image_ID\t2246\t-\tWeight\t91.02059647348953\n",
|
|
"Image_ID\t2280\t-\tWeight\t91.02089615843572\n",
|
|
"Image_ID\t2594\t-\tWeight\t91.02397329729108\n",
|
|
"Image_ID\t2212\t-\tWeight\t91.02742875725777\n",
|
|
"Image_ID\t1842\t-\tWeight\t91.03303402062343\n",
|
|
"Latent semantic no. 84\n",
|
|
"Image_ID\t2940\t-\tWeight\t88.63726830942893\n",
|
|
"Image_ID\t4236\t-\tWeight\t88.65037694459721\n",
|
|
"Image_ID\t2466\t-\tWeight\t88.6524770214434\n",
|
|
"Image_ID\t5348\t-\tWeight\t88.6600652048379\n",
|
|
"Image_ID\t5426\t-\tWeight\t88.66398495845097\n",
|
|
"Image_ID\t2392\t-\tWeight\t88.66510770694698\n",
|
|
"Image_ID\t2450\t-\tWeight\t88.68083489814973\n",
|
|
"Image_ID\t4022\t-\tWeight\t88.68788020298027\n",
|
|
"Image_ID\t5398\t-\tWeight\t88.68942670008435\n",
|
|
"Image_ID\t5376\t-\tWeight\t88.70115260335824\n",
|
|
"Latent semantic no. 85\n",
|
|
"Image_ID\t2894\t-\tWeight\t85.5533466020119\n",
|
|
"Image_ID\t1872\t-\tWeight\t85.57198897637168\n",
|
|
"Image_ID\t7902\t-\tWeight\t85.69173286164389\n",
|
|
"Image_ID\t8064\t-\tWeight\t85.69864769718951\n",
|
|
"Image_ID\t3432\t-\tWeight\t85.72083966470358\n",
|
|
"Image_ID\t8058\t-\tWeight\t85.72839179744395\n",
|
|
"Image_ID\t1880\t-\tWeight\t85.74602101089727\n",
|
|
"Image_ID\t1890\t-\tWeight\t85.75251825826668\n",
|
|
"Image_ID\t1910\t-\tWeight\t85.75878488616151\n",
|
|
"Image_ID\t8000\t-\tWeight\t85.77904919876067\n",
|
|
"Latent semantic no. 86\n",
|
|
"Image_ID\t0\t-\tWeight\tnan\n",
|
|
"Image_ID\t2\t-\tWeight\tnan\n",
|
|
"Image_ID\t4\t-\tWeight\tnan\n",
|
|
"Image_ID\t6\t-\tWeight\tnan\n",
|
|
"Image_ID\t8\t-\tWeight\tnan\n",
|
|
"Image_ID\t10\t-\tWeight\tnan\n",
|
|
"Image_ID\t12\t-\tWeight\tnan\n",
|
|
"Image_ID\t14\t-\tWeight\tnan\n",
|
|
"Image_ID\t16\t-\tWeight\tnan\n",
|
|
"Image_ID\t18\t-\tWeight\tnan\n",
|
|
"Latent semantic no. 87\n",
|
|
"Image_ID\t3660\t-\tWeight\t89.0390738221587\n",
|
|
"Image_ID\t4086\t-\tWeight\t89.24404184401517\n",
|
|
"Image_ID\t2186\t-\tWeight\t89.30603862692531\n",
|
|
"Image_ID\t5654\t-\tWeight\t89.31018454790316\n",
|
|
"Image_ID\t2188\t-\tWeight\t89.3342983478758\n",
|
|
"Image_ID\t4550\t-\tWeight\t89.35228536099613\n",
|
|
"Image_ID\t4578\t-\tWeight\t89.37142325751918\n",
|
|
"Image_ID\t942\t-\tWeight\t89.39421878244528\n",
|
|
"Image_ID\t5562\t-\tWeight\t89.418774748604\n",
|
|
"Image_ID\t2168\t-\tWeight\t89.42903641598201\n",
|
|
"Latent semantic no. 88\n",
|
|
"Image_ID\t7902\t-\tWeight\t85.74129093929862\n",
|
|
"Image_ID\t6922\t-\tWeight\t85.7831354399266\n",
|
|
"Image_ID\t4980\t-\tWeight\t85.86759552426417\n",
|
|
"Image_ID\t6924\t-\tWeight\t85.90448449016233\n",
|
|
"Image_ID\t7878\t-\tWeight\t86.10994372135237\n",
|
|
"Image_ID\t7936\t-\tWeight\t86.12988247368804\n",
|
|
"Image_ID\t1886\t-\tWeight\t86.1717015002227\n",
|
|
"Image_ID\t7868\t-\tWeight\t86.18345925056497\n",
|
|
"Image_ID\t4022\t-\tWeight\t86.2158180953661\n",
|
|
"Image_ID\t4038\t-\tWeight\t86.22877458906069\n",
|
|
"Latent semantic no. 89\n",
|
|
"Image_ID\t2902\t-\tWeight\t88.87101588244927\n",
|
|
"Image_ID\t7758\t-\tWeight\t88.99676032020245\n",
|
|
"Image_ID\t7704\t-\tWeight\t89.02187754440756\n",
|
|
"Image_ID\t8306\t-\tWeight\t89.10760245233166\n",
|
|
"Image_ID\t942\t-\tWeight\t89.15498815452379\n",
|
|
"Image_ID\t2890\t-\tWeight\t89.18243220924506\n",
|
|
"Image_ID\t4492\t-\tWeight\t89.19805609060728\n",
|
|
"Image_ID\t4200\t-\tWeight\t89.24099660763376\n",
|
|
"Image_ID\t4254\t-\tWeight\t89.26377917367483\n",
|
|
"Image_ID\t6924\t-\tWeight\t89.27044430137518\n",
|
|
"Latent semantic no. 90\n",
|
|
"Image_ID\t6344\t-\tWeight\t87.60806807540804\n",
|
|
"Image_ID\t4632\t-\tWeight\t87.90146612383637\n",
|
|
"Image_ID\t6356\t-\tWeight\t87.96273414521512\n",
|
|
"Image_ID\t4634\t-\tWeight\t88.02660819289228\n",
|
|
"Image_ID\t2406\t-\tWeight\t88.04555018107204\n",
|
|
"Image_ID\t2574\t-\tWeight\t88.05195181627653\n",
|
|
"Image_ID\t6342\t-\tWeight\t88.0537062869111\n",
|
|
"Image_ID\t2624\t-\tWeight\t88.07798484661284\n",
|
|
"Image_ID\t4600\t-\tWeight\t88.08081590893327\n",
|
|
"Image_ID\t4596\t-\tWeight\t88.08923734041835\n",
|
|
"Latent semantic no. 91\n",
|
|
"Image_ID\t3238\t-\tWeight\t88.68612990084958\n",
|
|
"Image_ID\t4228\t-\tWeight\t88.71033101553452\n",
|
|
"Image_ID\t7738\t-\tWeight\t88.71550009758819\n",
|
|
"Image_ID\t4232\t-\tWeight\t88.80064621490152\n",
|
|
"Image_ID\t7730\t-\tWeight\t88.81873704357284\n",
|
|
"Image_ID\t7700\t-\tWeight\t88.82468351520457\n",
|
|
"Image_ID\t3214\t-\tWeight\t88.84628956082553\n",
|
|
"Image_ID\t4190\t-\tWeight\t88.8874726946758\n",
|
|
"Image_ID\t4278\t-\tWeight\t88.95091781309276\n",
|
|
"Image_ID\t7704\t-\tWeight\t88.9528304487828\n",
|
|
"Latent semantic no. 92\n",
|
|
"Image_ID\t1074\t-\tWeight\t87.16708895362989\n",
|
|
"Image_ID\t1096\t-\tWeight\t87.19192032167649\n",
|
|
"Image_ID\t1078\t-\tWeight\t87.26534446106028\n",
|
|
"Image_ID\t1808\t-\tWeight\t87.283696859818\n",
|
|
"Image_ID\t1110\t-\tWeight\t87.28383551265503\n",
|
|
"Image_ID\t1108\t-\tWeight\t87.31985374260492\n",
|
|
"Image_ID\t1758\t-\tWeight\t87.32309647614431\n",
|
|
"Image_ID\t1208\t-\tWeight\t87.32585794789108\n",
|
|
"Image_ID\t1490\t-\tWeight\t87.33313342081311\n",
|
|
"Image_ID\t1524\t-\tWeight\t87.33945025202613\n",
|
|
"Latent semantic no. 93\n",
|
|
"Image_ID\t1334\t-\tWeight\t87.16772811242393\n",
|
|
"Image_ID\t8044\t-\tWeight\t87.24769679658849\n",
|
|
"Image_ID\t8074\t-\tWeight\t87.25344971860738\n",
|
|
"Image_ID\t5216\t-\tWeight\t87.29565717770485\n",
|
|
"Image_ID\t1154\t-\tWeight\t87.29645031841564\n",
|
|
"Image_ID\t6452\t-\tWeight\t87.30648343845141\n",
|
|
"Image_ID\t8050\t-\tWeight\t87.32628339088339\n",
|
|
"Image_ID\t8012\t-\tWeight\t87.3432507520708\n",
|
|
"Image_ID\t7992\t-\tWeight\t87.35348293351674\n",
|
|
"Image_ID\t6606\t-\tWeight\t87.3740735160498\n",
|
|
"Latent semantic no. 94\n",
|
|
"Image_ID\t4808\t-\tWeight\t88.6132080386185\n",
|
|
"Image_ID\t4838\t-\tWeight\t88.65377966686617\n",
|
|
"Image_ID\t4828\t-\tWeight\t88.7153835220294\n",
|
|
"Image_ID\t2902\t-\tWeight\t88.76180295258686\n",
|
|
"Image_ID\t5220\t-\tWeight\t88.76656842403952\n",
|
|
"Image_ID\t4806\t-\tWeight\t88.77171912869143\n",
|
|
"Image_ID\t4600\t-\tWeight\t88.82524976799844\n",
|
|
"Image_ID\t1894\t-\tWeight\t88.82698342572145\n",
|
|
"Image_ID\t4796\t-\tWeight\t88.82943339512802\n",
|
|
"Image_ID\t5802\t-\tWeight\t88.83278058637183\n",
|
|
"Latent semantic no. 95\n",
|
|
"Image_ID\t8538\t-\tWeight\t86.71927025133452\n",
|
|
"Image_ID\t1348\t-\tWeight\t86.75942413334818\n",
|
|
"Image_ID\t1428\t-\tWeight\t86.76794829025297\n",
|
|
"Image_ID\t1374\t-\tWeight\t86.7984763268512\n",
|
|
"Image_ID\t3044\t-\tWeight\t86.8120014637808\n",
|
|
"Image_ID\t1750\t-\tWeight\t86.81861220973616\n",
|
|
"Image_ID\t1294\t-\tWeight\t86.82848891333612\n",
|
|
"Image_ID\t1310\t-\tWeight\t86.85386514032078\n",
|
|
"Image_ID\t1624\t-\tWeight\t86.88069822310302\n",
|
|
"Image_ID\t1648\t-\tWeight\t86.91380125260227\n",
|
|
"Latent semantic no. 96\n",
|
|
"Image_ID\t7908\t-\tWeight\t88.71094133872349\n",
|
|
"Image_ID\t6624\t-\tWeight\t88.9606310731396\n",
|
|
"Image_ID\t6652\t-\tWeight\t89.03495739781866\n",
|
|
"Image_ID\t6610\t-\tWeight\t89.09789278427894\n",
|
|
"Image_ID\t3224\t-\tWeight\t89.09963199939416\n",
|
|
"Image_ID\t7928\t-\tWeight\t89.13650038002076\n",
|
|
"Image_ID\t7428\t-\tWeight\t89.13671156507186\n",
|
|
"Image_ID\t3182\t-\tWeight\t89.14121976829713\n",
|
|
"Image_ID\t7402\t-\tWeight\t89.17709588331337\n",
|
|
"Image_ID\t4240\t-\tWeight\t89.18871320444458\n",
|
|
"Latent semantic no. 97\n",
|
|
"Image_ID\t5888\t-\tWeight\t87.10535161618753\n",
|
|
"Image_ID\t7402\t-\tWeight\t87.12280112934121\n",
|
|
"Image_ID\t7256\t-\tWeight\t87.1360013150762\n",
|
|
"Image_ID\t7948\t-\tWeight\t87.17928320891937\n",
|
|
"Image_ID\t7278\t-\tWeight\t87.18258737298936\n",
|
|
"Image_ID\t7236\t-\tWeight\t87.19118152375283\n",
|
|
"Image_ID\t5986\t-\tWeight\t87.198845667563\n",
|
|
"Image_ID\t7332\t-\tWeight\t87.24331907928371\n",
|
|
"Image_ID\t7280\t-\tWeight\t87.25466838326723\n",
|
|
"Image_ID\t7946\t-\tWeight\t87.26993642192556\n",
|
|
"Latent semantic no. 98\n",
|
|
"Image_ID\t1214\t-\tWeight\t86.28645670996842\n",
|
|
"Image_ID\t1778\t-\tWeight\t86.28686401446197\n",
|
|
"Image_ID\t1180\t-\tWeight\t86.31307277267518\n",
|
|
"Image_ID\t6628\t-\tWeight\t86.35836298778598\n",
|
|
"Image_ID\t1730\t-\tWeight\t86.41231174431667\n",
|
|
"Image_ID\t7546\t-\tWeight\t86.4280313899228\n",
|
|
"Image_ID\t6612\t-\tWeight\t86.45145830495731\n",
|
|
"Image_ID\t7514\t-\tWeight\t86.45408467532225\n",
|
|
"Image_ID\t1192\t-\tWeight\t86.45955658381328\n",
|
|
"Image_ID\t1810\t-\tWeight\t86.4791989568228\n",
|
|
"Latent semantic no. 99\n",
|
|
"Image_ID\t2024\t-\tWeight\t85.37475327285966\n",
|
|
"Image_ID\t2118\t-\tWeight\t85.40250087766154\n",
|
|
"Image_ID\t1984\t-\tWeight\t85.40864925843034\n",
|
|
"Image_ID\t2464\t-\tWeight\t85.43442705216857\n",
|
|
"Image_ID\t2064\t-\tWeight\t85.4381862502415\n",
|
|
"Image_ID\t2700\t-\tWeight\t85.44768749653952\n",
|
|
"Image_ID\t2558\t-\tWeight\t85.45332126880594\n",
|
|
"Image_ID\t2438\t-\tWeight\t85.4889245771261\n",
|
|
"Image_ID\t1994\t-\tWeight\t85.49981891135445\n",
|
|
"Image_ID\t2686\t-\tWeight\t85.50508608566344\n",
|
|
"Latent semantic no. 100\n",
|
|
"Image_ID\t7398\t-\tWeight\t84.61426684696927\n",
|
|
"Image_ID\t5156\t-\tWeight\t84.67387279814221\n",
|
|
"Image_ID\t8044\t-\tWeight\t84.75286604359846\n",
|
|
"Image_ID\t5150\t-\tWeight\t84.76542720997165\n",
|
|
"Image_ID\t6912\t-\tWeight\t84.77325886492056\n",
|
|
"Image_ID\t7340\t-\tWeight\t84.79260975733067\n",
|
|
"Image_ID\t4492\t-\tWeight\t84.79460620612262\n",
|
|
"Image_ID\t5852\t-\tWeight\t84.8293893571116\n",
|
|
"Image_ID\t6294\t-\tWeight\t84.83338596699409\n",
|
|
"Image_ID\t2466\t-\tWeight\t84.8767892764878\n"
|
|
]
|
|
},
|
|
{
|
|
"ename": "TypeError",
|
|
"evalue": "Object of type ndarray is not JSON serializable",
|
|
"output_type": "error",
|
|
"traceback": [
|
|
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
|
|
"\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)",
|
|
"\u001b[1;32mc:\\Kaushik\\ASU\\CSE 515 - Multimedia and Web Databases\\Project\\Phase 2\\task_3.ipynb Cell 4\u001b[0m line \u001b[0;36m1\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mk should be a positive integer\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m selected_dim_reduction_method \u001b[39m=\u001b[39m \u001b[39mstr\u001b[39m(\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=9'>10</a>\u001b[0m \u001b[39minput\u001b[39m(\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mEnter dimensionality reduction method - one of \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=11'>12</a>\u001b[0m \u001b[39m+\u001b[39m \u001b[39mstr\u001b[39m(\u001b[39mlist\u001b[39m(valid_dim_reduction_methods\u001b[39m.\u001b[39mkeys()))\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=12'>13</a>\u001b[0m )\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=13'>14</a>\u001b[0m )\n\u001b[1;32m---> <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=15'>16</a>\u001b[0m extract_latent_semantics(\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=16'>17</a>\u001b[0m fd_collection,\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=17'>18</a>\u001b[0m k,\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=18'>19</a>\u001b[0m selected_feature_model,\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=19'>20</a>\u001b[0m selected_dim_reduction_method,\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=20'>21</a>\u001b[0m top_images\u001b[39m=\u001b[39;49m\u001b[39m10\u001b[39;49m,\n\u001b[0;32m <a href='vscode-notebook-cell:/c%3A/Kaushik/ASU/CSE%20515%20-%20Multimedia%20and%20Web%20Databases/Project/Phase%202/task_3.ipynb#W6sZmlsZQ%3D%3D?line=21'>22</a>\u001b[0m )\n",
|
|
"File \u001b[1;32mc:\\Kaushik\\ASU\\CSE 515 - Multimedia and Web Databases\\Project\\Phase 2\\utils.py:834\u001b[0m, in \u001b[0;36mextract_latent_semantics\u001b[1;34m(fd_collection, k, feature_model, dim_reduction_method, top_images)\u001b[0m\n\u001b[0;32m 827\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mImage_ID\u001b[39m\u001b[39m\\t\u001b[39;00m\u001b[39m{\u001b[39;00mimage_id\u001b[39m}\u001b[39;00m\u001b[39m\\t\u001b[39;00m\u001b[39m-\u001b[39m\u001b[39m\\t\u001b[39;00m\u001b[39mWeight\u001b[39m\u001b[39m\\t\u001b[39;00m\u001b[39m{\u001b[39;00mweight\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[0;32m 829\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mopen\u001b[39m(\n\u001b[0;32m 830\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mfeature_model\u001b[39m}\u001b[39;00m\u001b[39m-\u001b[39m\u001b[39m{\u001b[39;00mdim_reduction_method\u001b[39m}\u001b[39;00m\u001b[39m-\u001b[39m\u001b[39m{\u001b[39;00mk\u001b[39m}\u001b[39;00m\u001b[39m-semantics.json\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m 831\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mw\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m 832\u001b[0m encoding\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mutf-8\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m 833\u001b[0m ) \u001b[39mas\u001b[39;00m output_file:\n\u001b[1;32m--> 834\u001b[0m json\u001b[39m.\u001b[39;49mdump(all_latent_semantics, output_file, ensure_ascii\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m)\n",
|
|
"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\__init__.py:179\u001b[0m, in \u001b[0;36mdump\u001b[1;34m(obj, fp, skipkeys, ensure_ascii, check_circular, allow_nan, cls, indent, separators, default, sort_keys, **kw)\u001b[0m\n\u001b[0;32m 173\u001b[0m iterable \u001b[39m=\u001b[39m \u001b[39mcls\u001b[39m(skipkeys\u001b[39m=\u001b[39mskipkeys, ensure_ascii\u001b[39m=\u001b[39mensure_ascii,\n\u001b[0;32m 174\u001b[0m check_circular\u001b[39m=\u001b[39mcheck_circular, allow_nan\u001b[39m=\u001b[39mallow_nan, indent\u001b[39m=\u001b[39mindent,\n\u001b[0;32m 175\u001b[0m separators\u001b[39m=\u001b[39mseparators,\n\u001b[0;32m 176\u001b[0m default\u001b[39m=\u001b[39mdefault, sort_keys\u001b[39m=\u001b[39msort_keys, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkw)\u001b[39m.\u001b[39miterencode(obj)\n\u001b[0;32m 177\u001b[0m \u001b[39m# could accelerate with writelines in some versions of Python, at\u001b[39;00m\n\u001b[0;32m 178\u001b[0m \u001b[39m# a debuggability cost\u001b[39;00m\n\u001b[1;32m--> 179\u001b[0m \u001b[39mfor\u001b[39;00m chunk \u001b[39min\u001b[39;00m iterable:\n\u001b[0;32m 180\u001b[0m fp\u001b[39m.\u001b[39mwrite(chunk)\n",
|
|
"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\encoder.py:431\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode\u001b[1;34m(o, _current_indent_level)\u001b[0m\n\u001b[0;32m 429\u001b[0m \u001b[39myield from\u001b[39;00m _iterencode_list(o, _current_indent_level)\n\u001b[0;32m 430\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39misinstance\u001b[39m(o, \u001b[39mdict\u001b[39m):\n\u001b[1;32m--> 431\u001b[0m \u001b[39myield from\u001b[39;00m _iterencode_dict(o, _current_indent_level)\n\u001b[0;32m 432\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 433\u001b[0m \u001b[39mif\u001b[39;00m markers \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n",
|
|
"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\encoder.py:405\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode_dict\u001b[1;34m(dct, _current_indent_level)\u001b[0m\n\u001b[0;32m 403\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 404\u001b[0m chunks \u001b[39m=\u001b[39m _iterencode(value, _current_indent_level)\n\u001b[1;32m--> 405\u001b[0m \u001b[39myield from\u001b[39;00m chunks\n\u001b[0;32m 406\u001b[0m \u001b[39mif\u001b[39;00m newline_indent \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 407\u001b[0m _current_indent_level \u001b[39m-\u001b[39m\u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n",
|
|
"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\encoder.py:325\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode_list\u001b[1;34m(lst, _current_indent_level)\u001b[0m\n\u001b[0;32m 323\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 324\u001b[0m chunks \u001b[39m=\u001b[39m _iterencode(value, _current_indent_level)\n\u001b[1;32m--> 325\u001b[0m \u001b[39myield from\u001b[39;00m chunks\n\u001b[0;32m 326\u001b[0m \u001b[39mif\u001b[39;00m newline_indent \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 327\u001b[0m _current_indent_level \u001b[39m-\u001b[39m\u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n",
|
|
"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\encoder.py:438\u001b[0m, in \u001b[0;36m_make_iterencode.<locals>._iterencode\u001b[1;34m(o, _current_indent_level)\u001b[0m\n\u001b[0;32m 436\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mCircular reference detected\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m 437\u001b[0m markers[markerid] \u001b[39m=\u001b[39m o\n\u001b[1;32m--> 438\u001b[0m o \u001b[39m=\u001b[39m _default(o)\n\u001b[0;32m 439\u001b[0m \u001b[39myield from\u001b[39;00m _iterencode(o, _current_indent_level)\n\u001b[0;32m 440\u001b[0m \u001b[39mif\u001b[39;00m markers \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n",
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"File \u001b[1;32mc:\\Users\\rknar\\.pyenv\\pyenv-win\\versions\\3.10.5\\lib\\json\\encoder.py:179\u001b[0m, in \u001b[0;36mJSONEncoder.default\u001b[1;34m(self, o)\u001b[0m\n\u001b[0;32m 160\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mdefault\u001b[39m(\u001b[39mself\u001b[39m, o):\n\u001b[0;32m 161\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"Implement this method in a subclass such that it returns\u001b[39;00m\n\u001b[0;32m 162\u001b[0m \u001b[39m a serializable object for ``o``, or calls the base implementation\u001b[39;00m\n\u001b[0;32m 163\u001b[0m \u001b[39m (to raise a ``TypeError``).\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 177\u001b[0m \n\u001b[0;32m 178\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 179\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mTypeError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mObject of type \u001b[39m\u001b[39m{\u001b[39;00mo\u001b[39m.\u001b[39m\u001b[39m__class__\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\u001b[39m}\u001b[39;00m\u001b[39m \u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m 180\u001b[0m \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mis not JSON serializable\u001b[39m\u001b[39m'\u001b[39m)\n",
|
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"\u001b[1;31mTypeError\u001b[0m: Object of type ndarray is not JSON serializable"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"selected_feature_model = valid_feature_models[\n",
|
|
" str(input(\"Enter feature model - one of \" + str(list(valid_feature_models.keys()))))\n",
|
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"]\n",
|
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"\n",
|
|
"k = int(input(\"Enter value of k: \"))\n",
|
|
"if k < 1:\n",
|
|
" raise ValueError(\"k should be a positive integer\")\n",
|
|
"\n",
|
|
"selected_dim_reduction_method = str(\n",
|
|
" input(\n",
|
|
" \"Enter dimensionality reduction method - one of \"\n",
|
|
" + str(list(valid_dim_reduction_methods.keys()))\n",
|
|
" )\n",
|
|
")\n",
|
|
"\n",
|
|
"extract_latent_semantics(\n",
|
|
" fd_collection,\n",
|
|
" k,\n",
|
|
" selected_feature_model,\n",
|
|
" selected_dim_reduction_method,\n",
|
|
" top_images=10,\n",
|
|
")\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.10.5"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|