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https://github.com/Steffo99/unimore-bda-6.git
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61 lines
8.7 KiB
Text
61 lines
8.7 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 1.112 4.448 722 0.6 inf inf inf 0.844 0.7936507936507936 inf inf inf 0.6784565916398714
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sample_reviews_polar NLTKSentimentAnalyzer LowercaseTokenizer 1 0.844 3.376 789 0.732 inf inf inf 0.846 0.8261851015801355 inf inf inf 0.7594254937163375
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sample_reviews_polar NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.016 4.064 746 0.636 inf inf inf 0.856 0.8153846153846154 inf inf inf 0.7016393442622951
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sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizer 1 0.876 3.504 781 0.676 inf inf inf 0.886 0.8556962025316456 inf inf inf 0.7322314049586777
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sample_reviews_polar NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.14 4.56 715 0.588 inf inf inf 0.842 0.7882037533512064 inf inf inf 0.671451355661882
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sample_reviews_polar NLTKSentimentAnalyzer HuggingBertTokenizer 1 1.256 5.024 686 0.566 inf inf inf 0.806 0.7447368421052631 inf inf inf 0.65
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PlainTokenizer 1 0.592 2.368 852 0.882 inf inf inf 0.822 0.8320754716981132 inf inf inf 0.874468085106383
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sample_reviews_polar TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1
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sample_reviews_polar TensorflowPolarSentimentAnalyzer LowercaseTokenizer 2 0.54 2.16 865 0.892 inf inf inf 0.838 0.8462998102466793 inf inf inf 0.8858350951374208
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sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1
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sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 2
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sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 3
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sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 4
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sample_reviews_polar TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 5 0.532 2.128 867 0.832 inf inf inf 0.902 0.8946236559139785 inf inf inf 0.8429906542056075
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizer 1 0.532 2.128 867 0.882 inf inf inf 0.852 0.8563106796116505 inf inf inf 0.8783505154639175
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sample_reviews_polar TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 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_polar TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 0.632 2.528 842 0.894 inf inf inf 0.79 0.8097826086956522 inf inf inf 0.8816964285714286
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PlainTokenizer 1 0.508 2.032 873 0.896 inf inf inf 0.85 0.8565965583173997 inf inf inf 0.8909853249475891
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sample_reviews_polar TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1 0.552 2.208 862 0.838 inf inf inf 0.886 0.8802521008403361 inf inf inf 0.8454198473282443
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sample_reviews_polar TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1 0.52 2.08 870 0.87 inf inf inf 0.87 0.87 inf inf inf 0.87
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 1
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizer 2 0.468 1.872 883 0.908 inf inf inf 0.858 0.8647619047619047 inf inf inf 0.9031578947368422
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sample_reviews_polar TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 0.576 2.304 856 0.814 inf inf inf 0.898 0.888646288209607 inf inf inf 0.8284132841328413
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sample_reviews_polar TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.58 2.32 855 0.864 inf inf inf 0.846 0.8487229862475442 inf inf inf 0.8615071283095723
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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 1.294 3.25 324 0.295 0.25 0.215 0.145 0.715 0.3959731543624161 0.33557046979865773 0.30935251798561153 0.3670886075949367 0.29545454545454547
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sample_reviews_varied NLTKSentimentAnalyzer LowercaseTokenizer 1 1.168 2.712 340 0.45 0.22 0.205 0.165 0.66 0.40358744394618834 0.3333333333333333 0.27702702702702703 0.35106382978723405 0.32754342431761785
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sample_reviews_varied NLTKSentimentAnalyzer NLTKWordTokenizer 1 1.285 3.131 319 0.395 0.22 0.15 0.14 0.69 0.45664739884393063 0.2732919254658385 0.28846153846153844 0.34146341463414637 0.2875
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sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizer 1 1.225 3.039 360 0.395 0.3 0.195 0.18 0.73 0.5096774193548387 0.35294117647058826 0.35454545454545455 0.43373493975903615 0.3029045643153527
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sample_reviews_varied NLTKSentimentAnalyzer PottsTokenizerWithNegation 1 1.317 3.321 318 0.36 0.1 0.275 0.11 0.745 0.4864864864864865 0.2564102564102564 0.3005464480874317 0.2857142857142857 0.2898832684824903
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sample_reviews_varied NLTKSentimentAnalyzer HuggingBertTokenizer 1 1.389 3.683 322 0.24 0.3 0.185 0.12 0.765 0.45714285714285713 0.3488372093023256 0.3557692307692308 0.3582089552238806 0.27717391304347827
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PlainTokenizer 2 1.296 3.184 332 0.755 0.0 0.0 0.0 0.905 0.3813131313131313 inf inf inf 0.2996688741721854
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sample_reviews_varied TensorflowPolarSentimentAnalyzer LowercaseTokenizer 1 1.26 3.04 340 0.835 0.0 0.0 0.0 0.865 0.3599137931034483 inf inf inf 0.32276119402985076
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sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer NLTKWordTokenizer 2 1.314 3.256 331 0.805 0.0 0.0 0.0 0.85 0.3425531914893617 inf inf inf 0.32075471698113206
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizer 1 1.222 2.888 344 0.89 0.0 0.0 0.0 0.83 0.3531746031746032 inf inf inf 0.3346774193548387
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 1
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sample_reviews_varied TensorflowPolarSentimentAnalyzer PottsTokenizerWithNegation 2 1.224 2.896 339 0.84 0.0 0.0 0.0 0.855 0.33399602385685884 inf inf inf 0.3440643863179074
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sample_reviews_varied TensorflowPolarSentimentAnalyzer HuggingBertTokenizer 1 1.198 2.792 343 0.845 0.0 0.0 0.0 0.87 0.3373253493013972 inf inf inf 0.3486973947895792
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PlainTokenizer 1 0.875 1.557 396 0.44 0.335 0.32 0.31 0.575 0.5432098765432098 0.3544973544973545 0.2570281124497992 0.3229166666666667 0.5528846153846154
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sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 1
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sample_reviews_varied TensorflowCategorySentimentAnalyzer LowercaseTokenizer 2 0.831 1.577 421 0.455 0.32 0.44 0.44 0.45 0.5833333333333334 0.40764331210191085 0.3548387096774194 0.34108527131782945 0.4972375690607735
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sample_reviews_varied TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 1
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sample_reviews_varied TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 2
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sample_reviews_varied TensorflowCategorySentimentAnalyzer NLTKWordTokenizer 3 0.845 1.547 422 0.58 0.26 0.395 0.43 0.445 0.4773662551440329 0.42276422764227645 0.3278008298755187 0.36134453781512604 0.5741935483870968
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizer 1 0.817 1.385 406 0.48 0.46 0.29 0.34 0.46 0.5303867403314917 0.33454545454545453 0.30851063829787234 0.35051546391752575 0.5679012345679012
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sample_reviews_varied TensorflowCategorySentimentAnalyzer PottsTokenizerWithNegation 1 0.822 1.42 412 0.62 0.37 0.24 0.305 0.525 0.5511111111111111 0.296 0.4067796610169492 0.28773584905660377 0.5384615384615384
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sample_reviews_varied TensorflowCategorySentimentAnalyzer HuggingBertTokenizer 1 0.835 1.581 434 0.49 0.315 0.31 0.435 0.62 0.593939393939394 0.375 0.34831460674157305 0.3283018867924528 0.5535714285714286
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