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{ |
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"lang":"en", |
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"name":"pipeline", |
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"version":"0.0.0", |
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"description":"", |
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"author":"", |
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"email":"", |
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"url":"", |
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"license":"", |
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"spacy_version":">=3.5.1,<3.6.0", |
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"spacy_git_version":"8153bd573", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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], |
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"tagger":[ |
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"$", |
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"''", |
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",", |
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"-LRB-", |
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"-RRB-", |
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".", |
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":", |
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"ADD", |
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"AFX", |
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"CC", |
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"CD", |
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"DT", |
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"EX", |
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"FW", |
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"HYPH", |
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"IN", |
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"JJ", |
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"JJR", |
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"JJS", |
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"LS", |
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"MD", |
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"NFP", |
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"NN", |
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"NNP", |
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"NNPS", |
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"NNS", |
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"PDT", |
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"POS", |
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"PRP", |
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"PRP$", |
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"RB", |
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"RBR", |
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"RBS", |
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"RP", |
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"SYM", |
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"TO", |
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"UH", |
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"VB", |
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"VBD", |
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"VBG", |
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"VBN", |
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"VBP", |
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"VBZ", |
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"WDT", |
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"WP", |
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"WP$", |
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"WRB", |
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"XX", |
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"_SP", |
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"``" |
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], |
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"parser":[ |
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"ROOT", |
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"acl", |
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"acomp", |
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"advcl", |
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"advmod", |
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"agent", |
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"amod", |
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"appos", |
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"attr", |
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"aux", |
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"auxpass", |
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"case", |
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"cc", |
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"ccomp", |
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"compound", |
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"conj", |
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"csubj", |
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"csubjpass", |
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"dative", |
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"dep", |
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"det", |
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"dobj", |
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"expl", |
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"intj", |
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"mark", |
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"meta", |
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"neg", |
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"nmod", |
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"npadvmod", |
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"nsubj", |
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"nsubjpass", |
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"nummod", |
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"oprd", |
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"parataxis", |
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"pcomp", |
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"pobj", |
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"poss", |
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"preconj", |
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"predet", |
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"prep", |
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"prt", |
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"punct", |
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"quantmod", |
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"relcl", |
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"xcomp" |
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], |
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"attribute_ruler":[ |
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|
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], |
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"lemmatizer":[ |
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|
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], |
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"ner":[ |
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"CARDINAL", |
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"DATE", |
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"EVENT", |
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"FAC", |
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"GPE", |
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"LANGUAGE", |
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"LAW", |
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"LOC", |
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"MONEY", |
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"NORP", |
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"ORDINAL", |
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"ORG", |
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"PERCENT", |
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"PERSON", |
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"PRODUCT", |
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"QUANTITY", |
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"TIME", |
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"WORK_OF_ART" |
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], |
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"textcat_multilabel":[ |
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"Keep" |
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] |
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}, |
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"pipeline":[ |
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"tok2vec", |
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"tagger", |
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"parser", |
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"attribute_ruler", |
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"lemmatizer", |
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"ner", |
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"textcat_multilabel" |
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], |
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"components":[ |
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"tok2vec", |
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"tagger", |
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"parser", |
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"attribute_ruler", |
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"lemmatizer", |
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"ner", |
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"textcat_multilabel" |
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], |
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"disabled":[ |
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|
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], |
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"performance":{ |
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"tag_acc":0.0, |
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"dep_uas":0.0, |
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"dep_las":0.0, |
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"dep_las_per_type":0.0, |
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"sents_p":1.0, |
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"sents_r":1.0, |
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"sents_f":1.0, |
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"lemma_acc":0.0, |
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"ents_f":0.0, |
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"ents_p":0.0, |
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"ents_r":0.0, |
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"ents_per_type":0.0, |
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"cats_score":0.912522686, |
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"cats_score_desc":"macro AUC", |
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"cats_micro_p":0.9393939394, |
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"cats_micro_r":0.9789473684, |
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"cats_micro_f":0.9587628866, |
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"cats_macro_p":0.9393939394, |
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"cats_macro_r":0.9789473684, |
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"cats_macro_f":0.9587628866, |
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"cats_macro_auc":0.912522686, |
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"cats_f_per_type":{ |
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"Keep":{ |
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"p":0.9393939394, |
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"r":0.9789473684, |
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"f":0.9587628866 |
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} |
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}, |
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"speed":3974.7605817196, |
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"tok2vec_loss":0.0, |
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"textcat_multilabel_loss":0.159795281 |
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}, |
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"requirements":[ |
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|
|
] |
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} |