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Component	Data	Tester	Tagging Perf 1.5.2	Tagging Perf 1.5.3	Comment
Sentence Detector
Tokenizer
Name Finder	CONLL 2002 Dutch Person ned.testa	jkosin	Precision: 0.7552941176470588 Recall: 0.4566145092460882 F-Measure: 0.5691489361702128	Precision: 0.7552941176470588 Recall: 0.4566145092460882 F-Measure: 0.5691489361702128
Name Finder	CONLL 2002 Dutch Person ned.testb	jkosin	Precision: 0.8505025125628141 Recall: 0.6165755919854281 F-Measure: 0.7148891235480465	Precision: 0.8505025125628141 Recall: 0.6165755919854281 F-Measure: 0.7148891235480465
Name Finder	CONLL 2002 Dutch Organization ned.testa	jkosin	Precision: 0.8561872909698997 Recall: 0.37317784256559766 F-Measure: 0.5197969543147207	Precision: 0.8561872909698997 Recall: 0.37317784256559766 F-Measure: 0.5197969543147207
Name Finder	CONLL 2002 Dutch Organization ned.testb	jkosin	Precision: 0.7830374753451677 Recall: 0.4501133786848073 F-Measure: 0.5716342692584593	Precision: 0.7830374753451677 Recall: 0.4501133786848073 F-Measure: 0.5716342692584593
Name Finder	CONLL 2002 Dutch Location ned.testa	jkosin	Precision: 0.8458333333333333 Recall: 0.42379958246346555 F-Measure: 0.564673157162726	Precision: 0.8458333333333333 Recall: 0.42379958246346555 F-Measure: 0.564673157162726
Name Finder	CONLL 2002 Dutch Location ned.testb	jkosin	Precision: 0.8816326530612245 Recall: 0.5581395348837209 F-Measure: 0.6835443037974683	Precision: 0.8816326530612245 Recall: 0.5581395348837209 F-Measure: 0.6835443037974683
Name Finder	CONLL 2002 Dutch Misc ned.testa	jkosin	Precision: 0.8354114713216958 Recall: 0.44786096256684493 F-Measure: 0.5831157528285466	Precision: 0.8354114713216958 Recall: 0.44786096256684493 F-Measure: 0.5831157528285466
Name Finder	CONLL 2002 Dutch Misc ned.testb	jkosin	Precision: 0.8264984227129337 Recall: 0.44144903117101936 F-Measure: 0.5755079626578803	Precision: 0.8264984227129337 Recall: 0.44144903117101936 F-Measure: 0.5755079626578803
Name Finder	CONLL 2002 Combined ned.testa	jkosin	Precision: 0.6509695290858726 Recall: 0.628822629969419 F-Measure: 0.6397044526540929	Precision: 0.664424218440839 Recall: 0.6418195718654435 F-Measure: 0.6529263076025666	1000 iterations OPENNLP-417
Name Finder	CONLL 2002 Dutch Combined ned.testb	jkosin	Precision: 0.6869929337869668 Recall: 0.6660746003552398 F-Measure: 0.6763720690543674	Precision: 0.7006019366657943 Recall: 0.679269221009896 F-Measure: 0.6897706776603968	1000 iterations OPENNLP-417
Name Finder	CONLL 2002 Spanish Person esp.testa	jkosin	Precision: 0.9010695187165776 Recall: 0.5515548281505729 F-Measure: 0.684263959390863	Precision: 0.9010695187165776 Recall: 0.5515548281505729 F-Measure: 0.684263959390863
Name Finder	CONLL 2002 Spanish Person esp.testb	jkosin	Precision: 0.9195205479452054 Recall: 0.7306122448979592 F-Measure: 0.8142532221379833			Name Finder	CONLL 2002 Spanish Organization esp.testa	Precision: 0.8288942695722357 9195205479452054 Recall: 0.6041176470588235 7306122448979592 F-Measure: 0.6988771691051379 8142532221379833
Name Finder	CONLL 2002 Spanish Organization esp.testb testa	jkosin	Precision: 0.8036277602523659 8288942695722357 Recall: 0.7278571428571429 6041176470588235 F-Measure: 0.7638680659670164 6988771691051379	Precision: 0.8288942695722357 Recall: 0.6041176470588235 F-Measure: 0.6988771691051379
Name Finder	CONLL 2002 Spanish Organization esp.testb	jkosin	Precision: 0.8036277602523659 Recall: 0.7278571428571429 F-Measure: 0.7638680659670164	Precision: 0.8036277602523659 Recall: 0.7278571428571429 F-Measure: 0.7638680659670164
Name Finder	CONLL 2002 Spanish Location esp.testa	jkosin	Precision: 0.7743016759776536 Recall: 0.7042682926829268 F-Measure: 0.7376263970196913	Precision: 0.7743016759776536 Recall: 0.7042682926829268 F-Measure: 0.7376263970196913
Name Finder	CONLL 2002 Spanish Location esp.testb	jkosin	Precision: 0.8301886792452831 Recall: 0.5682656826568265 F-Measure: 0.6746987951807228	Precision: 0.8301886792452831 Recall: 0.5682656826568265 F-Measure: 0.6746987951807228
Name Finder	CONLL 2002 Spanish Misc esp.testa .testa	jkosin	Precision: 0.6492890995260664 Recall: 0.30786516853932583 F-Measure: 0.4176829268292683	Precision: 0.6492890995260664 Recall: 0.30786516853932583 F-Measure: 0.4176829268292683
Name Finder	CONLL 2002 Spanish Misc esp.testb		Precision: 0.686046511627907 Recall: 0.3480825958702065 F-Measure: 0.461839530332681
Name Finder	CONLL 2002 Spanish Combined esp.testa		Precision: 0.7005423249233671 Recall: 0.6828315329809239 F-Measure: 0.6915735567970205		1000 iterations
Name Finder	CONLL 2002 Spanish Combined esp.testb		Precision: 0.756635931824532 Recall: 0.7611017425519955 F-Measure: 0.7588622670589884		1000 iterations
Name Finder	CONLL 2003 English Person eng.testa	jkosin	Precision: 0.9523195876288659 Recall: 0.8023887079261672 F-Measure: 0.8709487330583382	Precision: 0.9523195876288659 Recall: 0.8023887079261672 F-Measure: 0.8709487330583382
Name Finder	CONLL 2003 English Person eng.testb	jkosin	Precision: 0.9391727493917275 Recall: 0.7161410018552876 F-Measure: 0.8126315789473685	Precision: 0.9391727493917275 Recall: 0.7161410018552876 F-Measure: 0.8126315789473685
Name Finder	CONLL 2003 English Organization eng.testa	jkosin	Precision: 0.8768046198267565 Recall: 0.6793437733035048 F-Measure: 0.7655462184873949	Precision: 0.8768046198267565 Recall: 0.6793437733035048 F-Measure: 0.7655462184873949
Name Finder	CONLL 2003 English Organization eng.testb	jkosin	Precision: 0.8435980551053485 Recall: 0.6267308850090307 F-Measure: 0.7191709844559586	Precision: 0.8435980551053485 Recall: 0.6267308850090307 F-Measure: 0.7191709844559586
Name Finder	CONLL 2003 English Location eng.testa	jkosin	Precision: 0.9361421988150099 Recall: 0.7740881872618399 F-Measure: 0.8474374255065554	Precision: 0.9361421988150099 Recall: 0.7740881872618399 F-Measure: 0.8474374255065554
Name Finder	CONLL 2003 English Location eng.testb	jkosin	Precision: 0.9206349206349206 Recall: 0.7302158273381295 F-Measure: 0.8144433299899699	Precision: 0.9206349206349206 Recall: 0.7302158273381295 F-Measure: 0.8144433299899699
Name Finder	CONLL 2003 English Misc eng.testa	jkosin	Precision: 0.9027982326951399 Recall: 0.6648590021691974 F-Measure: 0.7657713928794503	Precision: 0.9027982326951399 Recall: 0.6648590021691974 F-Measure: 0.7657713928794503
Name Finder	CONLL 2003 English Misc eng.testb	jkosin	Precision: 0.8592436974789915 Recall: 0.5826210826210826 F-Measure: 0.6943972835314092	Precision: 0.8592436974789915 Recall: 0.5826210826210826 F-Measure: 0.6943972835314092
Name Finder	CONLL 2003 English Combined eng.testa	jkosin	Precision: 0.861812521618817 Recall: 0.8386065297879501 F-Measure: 0.8500511770726714	Precision: 0.8640608785887236 Recall: 0.8407943453382699 F-Measure: 0.8522688502217672	1000 iterations OPENNLP-417
Name Finder	CONLL 2003 English Combined eng.testb	jkosin	Precision: 0.8041311831853597 Recall: 0.7857648725212465 F-Measure: 0.7948419450165667	Precision: 0.8064866823699945 Recall: 0.7880665722379604 F-Measure: 0.7971702337243664	1000 iterations OPENNLP-417
Name Finder	CONLL 2003 German Person deu.testa	jkosin	Precision: 0.9132653061224489 Recall: 0.25553176302640973 F-Measure: 0.3993307306190742	Precision: 0.9132653061224489 Recall: 0.25553176302640973 F-Measure: 0.3993307306190742
Name Finder	CONLL 2003 German Person deu.testb	jkosin	Precision: 0.8732106339468303 Recall: 0.3573221757322176 F-Measure: 0.507125890736342	Precision: 0.8732106339468303 Recall: 0.3573221757322176 F-Measure: 0.507125890736342
Name Finder	CONLL 2003 German Organization deu.testa	jkosin	Precision: 0.8407224958949097 Recall: 0.4125705076551168 F-Measure: 0.5535135135135135	Precision: 0.8407224958949097 Recall: 0.4125705076551168 F-Measure: 0.5535135135135135
Name Finder	CONLL 2003 German Organization deu.testb	jkosin	Precision: 0.8014705882352942 Recall: 0.4230271668822768 F-Measure: 0.5537679932260795	Precision: 0.8014705882352942 Recall: 0.4230271668822768 F-Measure: 0.5537679932260795
Name Finder	CONLL 2003 German Location deu.testa	jkosin	Precision: 0.7816326530612245 Recall: 0.32430143945808637 F-Measure: 0.45840813883901854	Precision: 0.7816326530612245 Recall: 0.32430143945808637 F-Measure: 0.45840813883901854
Name Finder	CONLL 2003 German Location deu.testb	jkosin	Precision: 0.8033826638477801 Recall: 0.3671497584541063 F-Measure: 0.5039787798408487	Precision: 0.8033826638477801 Recall: 0.3671497584541063 F-Measure: 0.5039787798408487
Name Finder	CONLL 2003 German Misc deu.testa	jkosin	Precision: 0.7055555555555556 Recall: 0.12574257425742574 F-Measure: 0.21344537815126052	Precision: 0.7055555555555556 Recall: 0.12574257425742574 F-Measure: 0.21344537815126052
Name Finder	CONLL 2003 German Misc deu.testb	jkosin	Precision: 0.6601307189542484 Recall: 0.15074626865671642 F-Measure: 0.2454434993924666	Precision: 0.6601307189542484 Recall: 0.15074626865671642 F-Measure: 0.2454434993924666
Name Finder	CONLL 2003 German Combined deu.testa	jkosin	Precision: 0.7718859429714857 Recall: 0.319263397475688 F-Measure: 0.4516978922716628			Precision: 0.7783891945972986 Recall: 0.32195323815435545 F-Measure: 0.45550351288056207	OPENNLP-417
Name Finder	CONLL 2003 German Combined deu.testb	jkosin	Precision: 0.7467566165023353 Recall: 0.3917778382793357 F-Measure: 0.5139285714285715			Precision: 0.749351323300467 Recall: 0.3931391233324258 F-Measure: 0.5157142857142857	OPENNLP-417
POS Tagger	CONLL 2006 Danish		Accuracy: 0.9511278195488722
POS Tagger	CONLL 2006 Dutch		Accuracy: 0.9324977618621307
POS Tagger	CONLL 2006 Portuguese		Accuracy: 0.9659110277825124
POS Tagger	CONLL 2006 Swedish		Accuracy: 0.9275106082036775
Chunker	CONLL 2000	William	Precision: 0.9257575757575758 Recall: 0.9221868187154117 F-Measure: 0.9239687473746113	Precision: 0.9257575757575758 Recall: 0.9221868187154117 F-Measure: 0.9239687473746113
Chunker	Arvores Deitadas (10-fold cross-validation)	William	Precision: 0.9404684925220583 Recall: 0.9374181341871635 F-Measure: 0.9389408359191154	Precision: 0.9562405864042575 Recall: 0.9582419351592844 F-Measure: 0.9572402147035765	OPENNLP-541, OPENNLP-423

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