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https://github.com/Steffo99/unimore-bda-6.git
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63 lines
8.8 KiB
Text
63 lines
8.8 KiB
Text
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 1.108 4.432 723 0.622 inf inf inf 0.824 0.7794486215538847 inf inf inf 0.6855241264559068
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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
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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
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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
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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
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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
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 1
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 2
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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
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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
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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
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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
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 2
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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
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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
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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
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sample_reviews_polar TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1
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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
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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
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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
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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
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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
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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 1.301 3.171 308 0.36 0.31 0.075 0.095 0.7 0.496551724137931 0.2616033755274262 0.19480519480519481 0.3064516129032258 0.29227557411273486
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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
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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
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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
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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
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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
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 2
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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
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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
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sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 2
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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
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizer 1
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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
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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
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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
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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
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sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1
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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
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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
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 1
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 2
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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
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1
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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
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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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