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| Original file line number | Diff line number | Diff line change |
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| function analyzer tokenizer run no mean absolute error mean squared error perfects recall 1 recall 2 recall 3 recall 4 recall 5 precision 1 precision 2 precision 3 precision 4 precision 5 | ||
| sample_reviews_polar ThreeCheat PlainTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat LowercaseTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat NLTKWordTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat PottsTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat PottsTokenizerWithNegation 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat HuggingBertTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar NLTKSentimentAnalyzer PlainTokenizer 1 0.864 3.456 784 0.694 inf inf inf 0.874 0.8463414634146341 inf inf inf 0.7406779661016949 | ||
| sample_reviews_polar NLTKSentimentAnalyzer LowercaseTokenizer 1 1.088 4.352 728 0.614 inf inf inf 0.842 0.7953367875647669 inf inf inf 0.6856677524429967 | ||
| sample_reviews_polar NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.064 4.256 734 0.624 inf inf inf 0.844 0.8 inf inf inf 0.6918032786885245 | ||
| sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizer 1 0.884 3.536 779 0.69 inf inf inf 0.868 0.8394160583941606 inf inf inf 0.7368421052631579 | ||
| sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.076 4.304 731 0.598 inf inf inf 0.864 0.8147138964577657 inf inf inf 0.6824644549763034 | ||
| sample_reviews_polar NLTKSentimentAnalyzer HuggingBertTokenizer 1 0.976 3.904 756 0.662 inf inf inf 0.85 0.8152709359605911 inf inf inf 0.7154882154882155 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 1 0.66 2.64 835 0.818 inf inf inf 0.852 0.8467908902691511 inf inf inf 0.8239845261121856 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1 0.512 2.048 872 0.868 inf inf inf 0.876 0.875 inf inf inf 0.8690476190476191 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1 0.552 2.208 862 0.864 inf inf inf 0.86 0.8605577689243028 inf inf inf 0.8634538152610441 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizer 1 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizer 2 0.536 2.144 866 0.896 inf inf inf 0.836 0.8452830188679246 inf inf inf 0.8893617021276595 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1 0.46 1.84 885 0.93 inf inf inf 0.84 0.8532110091743119 inf inf inf 0.9230769230769231 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 0.504 2.016 874 0.892 inf inf inf 0.856 0.861003861003861 inf inf inf 0.8879668049792531 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PlainTokenizer 1 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PlainTokenizer 2 0.54 2.16 865 0.91 inf inf inf 0.82 0.8348623853211009 inf inf inf 0.9010989010989011 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1 0.5 2.0 875 0.888 inf inf inf 0.862 0.8654970760233918 inf inf inf 0.8850102669404517 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1 0.524 2.096 869 0.922 inf inf inf 0.816 0.833634719710669 inf inf inf 0.912751677852349 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 1 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 2 0.532 2.128 867 0.862 inf inf inf 0.872 0.8707070707070707 inf inf inf 0.8633663366336634 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 0.52 2.08 870 0.842 inf inf inf 0.898 0.8919491525423728 inf inf inf 0.8503787878787878 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.456 1.824 886 0.878 inf inf inf 0.894 0.8922764227642277 inf inf inf 0.8799212598425197 | ||
| sample_reviews_varied ThreeCheat PlainTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat LowercaseTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat NLTKWordTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat PottsTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat PottsTokenizerWithNegation 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat HuggingBertTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied NLTKSentimentAnalyzer PlainTokenizer 1 1.341 3.443 328 0.345 0.31 0.185 0.1 0.7 0.5227272727272727 0.32460732984293195 0.3557692307692308 0.3225806451612903 0.273972602739726 | ||
| sample_reviews_varied NLTKSentimentAnalyzer LowercaseTokenizer 1 1.221 2.967 350 0.45 0.21 0.235 0.135 0.72 0.5521472392638037 0.2876712328767123 0.36153846153846153 0.36 0.2962962962962963 | ||
| sample_reviews_varied NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.281 3.281 347 0.365 0.315 0.215 0.125 0.715 0.5069444444444444 0.38650306748466257 0.33076923076923076 0.32894736842105265 0.2936344969199179 | ||
| sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizer 1 1.244 3.022 338 0.44 0.255 0.11 0.14 0.745 0.5116279069767442 0.2463768115942029 0.24175824175824176 0.4745762711864407 0.31634819532908703 | ||
| sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.252 3.024 327 0.38 0.255 0.19 0.085 0.725 0.4 0.3493150684931507 0.2550335570469799 0.3148148148148148 0.31453362255965295 | ||
| sample_reviews_varied NLTKSentimentAnalyzer HuggingBertTokenizer 1 1.37 3.612 324 0.285 0.275 0.14 0.225 0.695 0.5277777777777778 0.30726256983240224 0.4 0.41284403669724773 0.2602996254681648 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 1 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 2 1.294 3.176 334 0.81 0.0 0.0 0.0 0.86 0.34394904458598724 inf inf inf 0.32514177693761814 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 2 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 3 1.28 3.12 331 0.84 0.0 0.0 0.0 0.815 0.3421588594704684 inf inf inf 0.32023575638506874 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1 1.208 2.832 349 0.825 0.0 0.0 0.0 0.92 0.3900709219858156 inf inf inf 0.3188908145580589 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizer 1 1.224 2.896 336 0.9 0.0 0.0 0.0 0.78 0.32786885245901637 inf inf inf 0.3458980044345898 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1 1.172 2.688 350 0.84 0.0 0.0 0.0 0.91 0.37168141592920356 inf inf inf 0.33211678832116787 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 1.258 3.032 337 0.875 0.0 0.0 0.0 0.81 0.3141831238779174 inf inf inf 0.3656884875846501 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PlainTokenizer 1 0.887 1.583 366 0.27 0.455 0.585 0.165 0.355 0.5346534653465347 0.2808641975308642 0.3103448275862069 0.38823529411764707 0.6283185840707964 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 2 0.803 1.467 429 0.48 0.56 0.275 0.425 0.405 0.5517241379310345 0.37966101694915255 0.3741496598639456 0.34274193548387094 0.5955882352941176 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1 0.813 1.373 408 0.545 0.3 0.455 0.32 0.42 0.5265700483091788 0.3821656050955414 0.3273381294964029 0.3333333333333333 0.5060240963855421 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 1 0.779 1.527 476 0.485 0.445 0.51 0.41 0.53 0.563953488372093 0.43842364532019706 0.379182156133829 0.4880952380952381 0.5638297872340425 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 2 0.831 1.417 392 0.41 0.34 0.43 0.355 0.425 0.6307692307692307 0.29310344827586204 0.3233082706766917 0.3271889400921659 0.5483870967741935 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.872 1.63 399 0.545 0.275 0.26 0.45 0.465 0.461864406779661 0.3055555555555556 0.2826086956521739 0.36 0.62 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,63 @@ | ||
| function analyzer tokenizer run no mean absolute error mean squared error perfects recall 1 recall 2 recall 3 recall 4 recall 5 precision 1 precision 2 precision 3 precision 4 precision 5 | ||
| sample_reviews_polar ThreeCheat PlainTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat LowercaseTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat NLTKWordTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat PottsTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat PottsTokenizerWithNegation 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar ThreeCheat HuggingBertTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf | ||
| sample_reviews_polar NLTKSentimentAnalyzer PlainTokenizer 1 1.108 4.432 723 0.622 inf inf inf 0.824 0.7794486215538847 inf inf inf 0.6855241264559068 | ||
| sample_reviews_polar NLTKSentimentAnalyzer LowercaseTokenizer 1 0.928 3.712 768 0.67 inf inf inf 0.866 0.8333333333333334 inf inf inf 0.7240802675585284 | ||
| sample_reviews_polar NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.032 4.128 742 0.636 inf inf inf 0.848 0.8071065989847716 inf inf inf 0.6996699669966997 | ||
| sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizer 1 1.004 4.016 749 0.654 inf inf inf 0.844 0.8074074074074075 inf inf inf 0.7092436974789916 | ||
| sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.128 4.512 718 0.59 inf inf inf 0.846 0.793010752688172 inf inf inf 0.6735668789808917 | ||
| sample_reviews_polar NLTKSentimentAnalyzer HuggingBertTokenizer 1 1.224 4.896 694 0.554 inf inf inf 0.834 0.7694444444444445 inf inf inf 0.6515625 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 1 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 2 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 3 0.512 2.048 872 0.89 inf inf inf 0.854 0.859073359073359 inf inf inf 0.8858921161825726 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1 0.444 1.776 889 0.898 inf inf inf 0.88 0.8821218074656189 inf inf inf 0.8961303462321792 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1 0.536 2.144 866 0.944 inf inf inf 0.788 0.8166089965397924 inf inf inf 0.933649289099526 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizer 1 0.468 1.872 883 0.942 inf inf inf 0.824 0.8425760286225402 inf inf inf 0.9342403628117913 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 2 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 3 0.448 1.792 888 0.91 inf inf inf 0.866 0.8716475095785441 inf inf inf 0.9058577405857741 | ||
| sample_reviews_polar TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 0.512 2.048 872 0.852 inf inf inf 0.892 0.8875 inf inf inf 0.8576923076923076 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PlainTokenizer 1 0.504 2.016 874 0.874 inf inf inf 0.874 0.874 inf inf inf 0.874 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer LowercaseTokenizer 2 0.488 1.952 878 0.894 inf inf inf 0.862 0.8662790697674418 inf inf inf 0.890495867768595 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1 0.564 2.256 859 0.844 inf inf inf 0.874 0.8701030927835052 inf inf inf 0.8485436893203884 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 1 0.432 1.728 892 0.924 inf inf inf 0.86 0.868421052631579 inf inf inf 0.9188034188034188 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 0.48 1.92 880 0.862 inf inf inf 0.898 0.8941908713692946 inf inf inf 0.8667953667953668 | ||
| sample_reviews_polar TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.488 1.952 878 0.908 inf inf inf 0.848 0.8566037735849057 inf inf inf 0.902127659574468 | ||
| sample_reviews_varied ThreeCheat PlainTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat LowercaseTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat NLTKWordTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat PottsTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat PottsTokenizerWithNegation 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied ThreeCheat HuggingBertTokenizer 1 1.2 2.0 200 0.0 0.0 1.0 0.0 0.0 inf inf 0.2 inf inf | ||
| sample_reviews_varied NLTKSentimentAnalyzer PlainTokenizer 1 1.301 3.171 308 0.36 0.31 0.075 0.095 0.7 0.496551724137931 0.2616033755274262 0.19480519480519481 0.3064516129032258 0.29227557411273486 | ||
| sample_reviews_varied NLTKSentimentAnalyzer LowercaseTokenizer 1 1.285 3.297 352 0.385 0.285 0.18 0.19 0.72 0.4666666666666667 0.2835820895522388 0.3564356435643564 0.5135135135135135 0.3137254901960784 | ||
| sample_reviews_varied NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.242 3.052 335 0.405 0.225 0.175 0.11 0.76 0.4308510638297872 0.2631578947368421 0.35714285714285715 0.36065573770491804 0.3153526970954357 | ||
| sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizer 1 1.256 3.024 328 0.445 0.155 0.3 0.075 0.665 0.4734042553191489 0.31 0.2803738317757009 0.3125 0.29555555555555557 | ||
| sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.345 3.415 315 0.35 0.205 0.14 0.11 0.77 0.4268292682926829 0.23699421965317918 0.3010752688172043 0.3548387096774194 0.3031496062992126 | ||
| sample_reviews_varied NLTKSentimentAnalyzer HuggingBertTokenizer 1 1.263 3.127 334 0.36 0.24 0.2 0.1 0.77 0.4675324675324675 0.35555555555555557 0.26143790849673204 0.3125 0.3117408906882591 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 1 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 2 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 3 1.282 3.128 333 0.925 0.0 0.0 0.0 0.74 0.3140916808149406 inf inf inf 0.36009732360097324 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1 1.242 2.968 335 0.87 0.0 0.0 0.0 0.805 0.3246268656716418 inf inf inf 0.34698275862068967 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 2 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 3 1.198 2.792 347 0.84 0.0 0.0 0.0 0.895 0.3605150214592275 inf inf inf 0.3352059925093633 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizer 1 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizer 2 1.224 2.896 342 0.8 0.0 0.0 0.0 0.91 0.3686635944700461 inf inf inf 0.3215547703180212 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1 1.202 2.808 342 0.925 0.0 0.0 0.0 0.785 0.29983792544570503 inf inf inf 0.40992167101827676 | ||
| sample_reviews_varied TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 1.186 2.744 353 0.865 0.0 0.0 0.0 0.9 0.36041666666666666 inf inf inf 0.34615384615384615 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PlainTokenizer 1 0.864 1.446 373 0.49 0.395 0.225 0.405 0.35 0.5798816568047337 0.30859375 0.22277227722772278 0.32661290322580644 0.56 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 2 0.856 1.754 445 0.63 0.25 0.42 0.38 0.545 0.5185185185185185 0.44642857142857145 0.38009049773755654 0.3486238532110092 0.529126213592233 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1 0.779 1.257 418 0.43 0.18 0.505 0.465 0.51 0.688 0.3076923076923077 0.2961876832844575 0.3576923076923077 0.6496815286624203 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 1 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 2 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 3 0.805 1.473 443 0.535 0.455 0.42 0.365 0.44 0.5846994535519126 0.4008810572687225 0.3514644351464435 0.3476190476190476 0.624113475177305 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 2 0.901 1.833 413 0.435 0.28 0.355 0.415 0.58 0.46774193548387094 0.3660130718954248 0.3776595744680851 0.33739837398373984 0.5110132158590308 | ||
| sample_reviews_varied TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.817 1.453 425 0.535 0.34 0.4 0.31 0.54 0.5376884422110553 0.3333333333333333 0.32786885245901637 0.389937106918239 0.5567010309278351 |
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