mirror of
https://github.com/Steffo99/unimore-bda-6.git
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58 lines
8.3 KiB
Text
58 lines
8.3 KiB
Text
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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
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sample_reviews_polar ThreeCheat PlainTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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sample_reviews_polar ThreeCheat LowercaseTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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sample_reviews_polar ThreeCheat NLTKWordTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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sample_reviews_polar ThreeCheat PottsTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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sample_reviews_polar ThreeCheat PottsTokenizerWithNegation 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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sample_reviews_polar ThreeCheat HuggingBertTokenizer 1 2.0 4.0 0 0.0 inf inf inf 0.0 inf inf 0.0 inf inf
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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
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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
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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
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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
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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
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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
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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
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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
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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
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizer 1
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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
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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
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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
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PlainTokenizer 1
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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
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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
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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
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 1
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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
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sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 2
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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
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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
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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
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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
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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
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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
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sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1
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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
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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
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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
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1
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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
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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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