bda-6-steffo/data/logs/results-success4.tsv

1	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
2	sample_reviews_polar	ThreeCheat	PlainTokenizer	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
3	sample_reviews_polar	ThreeCheat	LowercaseTokenizer	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
4	sample_reviews_polar	ThreeCheat	NLTKWordTokenizer	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
5	sample_reviews_polar	ThreeCheat	PottsTokenizer	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
6	sample_reviews_polar	ThreeCheat	PottsTokenizerWithNegation	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
7	sample_reviews_polar	ThreeCheat	HuggingBertTokenizer	1	2.0	4.0	0	0.0	inf	inf	inf	0.0	inf	inf	0.0	inf	inf
8	sample_reviews_polar	NLTKSentimentAnalyzer	PlainTokenizer	1	0.932	3.728	767	0.676	inf	inf	inf	0.858	0.8264058679706602	inf	inf	inf	0.7258883248730964
9	sample_reviews_polar	NLTKSentimentAnalyzer	LowercaseTokenizer	1	1.06	4.24	735	0.61	inf	inf	inf	0.86	0.8133333333333334	inf	inf	inf	0.688
10	sample_reviews_polar	NLTKSentimentAnalyzer	NLTKWordTokenizer	1	1.108	4.432	723	0.608	inf	inf	inf	0.838	0.7896103896103897	inf	inf	inf	0.6813008130081301
11	sample_reviews_polar	NLTKSentimentAnalyzer	PottsTokenizer	1	1.076	4.304	731	0.62	inf	inf	inf	0.842	0.7969151670951157	inf	inf	inf	0.6890343698854338
12	sample_reviews_polar	NLTKSentimentAnalyzer	PottsTokenizerWithNegation	1	1.196	4.784	701	0.582	inf	inf	inf	0.82	0.7637795275590551	inf	inf	inf	0.6623586429725363
13	sample_reviews_polar	NLTKSentimentAnalyzer	HuggingBertTokenizer	1	1.056	4.224	736	0.598	inf	inf	inf	0.874	0.8259668508287292	inf	inf	inf	0.6849529780564263
14	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	PlainTokenizer	1
15	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	PlainTokenizer	2	0.568	2.272	858	0.87	inf	inf	inf	0.846	0.849609375	inf	inf	inf	0.8668032786885246
16	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	LowercaseTokenizer	1	0.488	1.952	878	0.844	inf	inf	inf	0.912	0.9055793991416309	inf	inf	inf	0.8539325842696629
17	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	NLTKWordTokenizer	1	0.46	1.84	885	0.872	inf	inf	inf	0.898	0.8952772073921971	inf	inf	inf	0.8752436647173489
18	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	PottsTokenizer	1
19	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	PottsTokenizer	2	0.496	1.984	876	0.858	inf	inf	inf	0.894	0.8900414937759336	inf	inf	inf	0.862934362934363
20	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	PottsTokenizerWithNegation	1	0.512	2.048	872	0.856	inf	inf	inf	0.888	0.8842975206611571	inf	inf	inf	0.8604651162790697
21	sample_reviews_polar	TensorflowPolarSentimentAnalyzer	HuggingBertTokenizer	1	0.488	1.952	878	0.9	inf	inf	inf	0.856	0.8620689655172413	inf	inf	inf	0.895397489539749
22	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	PlainTokenizer	1	0.492	1.968	877	0.89	inf	inf	inf	0.864	0.8674463937621832	inf	inf	inf	0.8870636550308009
23	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	LowercaseTokenizer	1	0.544	2.176	864	0.892	inf	inf	inf	0.836	0.8446969696969697	inf	inf	inf	0.885593220338983
24	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	NLTKWordTokenizer	1
25	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	NLTKWordTokenizer	2	0.496	1.984	876	0.866	inf	inf	inf	0.886	0.8836734693877552	inf	inf	inf	0.8686274509803922
26	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	PottsTokenizer	1	0.476	1.904	881	0.872	inf	inf	inf	0.89	0.8879837067209776	inf	inf	inf	0.8742632612966601
27	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	PottsTokenizerWithNegation	1	0.444	1.776	889	0.882	inf	inf	inf	0.896	0.8945233265720081	inf	inf	inf	0.883629191321499
28	sample_reviews_polar	TensorflowCategorySentimentAnalyzer	HuggingBertTokenizer	1	0.56	2.24	860	0.854	inf	inf	inf	0.866	0.8643724696356275	inf	inf	inf	0.8557312252964426
29	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
30	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
31	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
32	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
33	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
34	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
35	sample_reviews_varied	NLTKSentimentAnalyzer	PlainTokenizer	1	1.228	3.07	364	0.385	0.27	0.25	0.155	0.76	0.5620437956204379	0.4186046511627907	0.3067484662576687	0.4025974025974026	0.3076923076923077
36	sample_reviews_varied	NLTKSentimentAnalyzer	LowercaseTokenizer	1	1.322	3.384	322	0.3	0.205	0.245	0.1	0.76	0.46875	0.31297709923664124	0.3475177304964539	0.2898550724637681	0.2862523540489642
37	sample_reviews_varied	NLTKSentimentAnalyzer	NLTKWordTokenizer	1	1.223	2.863	329	0.485	0.185	0.15	0.14	0.685	0.4041666666666667	0.29838709677419356	0.21428571428571427	0.345679012345679	0.3301204819277108
38	sample_reviews_varied	NLTKSentimentAnalyzer	PottsTokenizer	1	1.3	3.272	328	0.39	0.25	0.22	0.065	0.715	0.46987951807228917	0.31446540880503143	0.3333333333333333	0.2653061224489796	0.2894736842105263
39	sample_reviews_varied	NLTKSentimentAnalyzer	PottsTokenizerWithNegation	1	1.262	3.148	338	0.35	0.28	0.12	0.14	0.8	0.48951048951048953	0.3076923076923077	0.34782608695652173	0.3181818181818182	0.3088803088803089
40	sample_reviews_varied	NLTKSentimentAnalyzer	HuggingBertTokenizer	1	1.37	3.576	317	0.265	0.305	0.185	0.105	0.725	0.4774774774774775	0.291866028708134	0.3394495412844037	0.38181818181818183	0.2810077519379845
41	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	PlainTokenizer	1	1.268	3.072	329	0.835	0.0	0.0	0.0	0.81	0.3280943025540275	inf	inf	inf	0.329938900203666
42	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	LowercaseTokenizer	1
43	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	LowercaseTokenizer	2	1.268	3.072	336	0.95	0.0	0.0	0.0	0.73	0.2954898911353033	inf	inf	inf	0.40896358543417366
44	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	NLTKWordTokenizer	1
45	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	NLTKWordTokenizer	2
46	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	NLTKWordTokenizer	3	1.262	3.048	334	0.835	0.0	0.0	0.0	0.835	0.35084033613445376	inf	inf	inf	0.3187022900763359
47	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	PottsTokenizer	1
48	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	PottsTokenizer	2	1.198	2.792	347	0.875	0.0	0.0	0.0	0.86	0.32710280373831774	inf	inf	inf	0.36989247311827955
49	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	PottsTokenizerWithNegation	1	1.26	3.04	337	0.78	0.0	0.0	0.0	0.905	0.37681159420289856	inf	inf	inf	0.30887372013651876
50	sample_reviews_varied	TensorflowPolarSentimentAnalyzer	HuggingBertTokenizer	1	1.166	2.664	353	0.885	0.0	0.0	0.0	0.88	0.33270676691729323	inf	inf	inf	0.37606837606837606
51	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PlainTokenizer	1	0.898	1.814	412	0.465	0.285	0.4	0.46	0.45	0.5470588235294118	0.3275862068965517	0.33755274261603374	0.36507936507936506	0.5389221556886228
52	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	LowercaseTokenizer	1	0.802	1.4	427	0.49	0.4	0.385	0.425	0.435	0.5632183908045977	0.40404040404040403	0.3181818181818182	0.34274193548387094	0.6304347826086957
53	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	NLTKWordTokenizer	1	0.818	1.5	434	0.64	0.335	0.305	0.35	0.54	0.5161290322580645	0.335	0.3674698795180723	0.3645833333333333	0.5567010309278351
54	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PottsTokenizer	1
55	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PottsTokenizer	2	0.818	1.508	431	0.535	0.265	0.315	0.375	0.665	0.5944444444444444	0.38405797101449274	0.3058252427184466	0.33783783783783783	0.5236220472440944
56	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PottsTokenizerWithNegation	1
57	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PottsTokenizerWithNegation	2
58	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	PottsTokenizerWithNegation	3	0.811	1.505	447	0.565	0.43	0.38	0.31	0.55	0.5330188679245284	0.4321608040201005	0.3958333333333333	0.3229166666666667	0.5365853658536586
59	sample_reviews_varied	TensorflowCategorySentimentAnalyzer	HuggingBertTokenizer	1	0.782	1.446	449	0.495	0.295	0.46	0.475	0.52	0.5210526315789473	0.38562091503267976	0.3484848484848485	0.4148471615720524	0.6341463414634146