| { | |
| "lang":"en", | |
| "name":"pipeline", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.2.3,<3.3.0", | |
| "spacy_git_version":"99425de36", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":684830, | |
| "keys":684830, | |
| "name":"en_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "tagger":[ | |
| "$", | |
| "''", | |
| ",", | |
| "-LRB-", | |
| "-RRB-", | |
| ".", | |
| ":", | |
| "CC", | |
| "CD", | |
| "DT", | |
| "EX", | |
| "FW", | |
| "HYPH", | |
| "IN", | |
| "JJ", | |
| "JJR", | |
| "JJS", | |
| "MD", | |
| "NFP", | |
| "NN", | |
| "NNP", | |
| "NNPS", | |
| "NNS", | |
| "PDT", | |
| "POS", | |
| "PRP", | |
| "PRP$", | |
| "RB", | |
| "RBR", | |
| "RBS", | |
| "RP", | |
| "TO", | |
| "UH", | |
| "VB", | |
| "VBD", | |
| "VBG", | |
| "VBN", | |
| "VBP", | |
| "VBZ", | |
| "WDT", | |
| "WP", | |
| "WP$", | |
| "WRB", | |
| "XX", | |
| "_SP", | |
| "``" | |
| ], | |
| "morphologizer":[ | |
| "Definite=Def|POS=DET|PronType=Art", | |
| "Number=Sing|POS=NOUN", | |
| "POS=ADP", | |
| "Degree=Pos|POS=ADJ", | |
| "Number=Plur|POS=NOUN", | |
| "Number=Sing|POS=PROPN", | |
| "POS=PUNCT|PunctSide=Ini|PunctType=Quot", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", | |
| "POS=AUX|Tense=Past|VerbForm=Part", | |
| "Aspect=Prog|POS=VERB|Tense=Pres|VerbForm=Part", | |
| "POS=ADV", | |
| "POS=VERB|Tense=Past|VerbForm=Fin", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", | |
| "Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Part", | |
| "POS=PART", | |
| "POS=PUNCT|PunctType=Comm", | |
| "POS=PRON", | |
| "POS=SCONJ", | |
| "POS=VERB|VerbForm=Inf", | |
| "POS=PUNCT|PunctType=Peri", | |
| "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin", | |
| "Degree=Cmp|POS=ADJ", | |
| "ConjType=Cmp|POS=CCONJ", | |
| "Number=Sing|POS=PRON|PronType=Dem", | |
| "Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs", | |
| "POS=SPACE", | |
| "Definite=Ind|POS=DET|PronType=Art", | |
| "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin", | |
| "POS=PRON|PronType=Rel", | |
| "Degree=Sup|POS=ADJ", | |
| "POS=VERB|Tense=Pres|VerbForm=Fin", | |
| "POS=AUX|VerbForm=Fin", | |
| "POS=AUX|VerbForm=Inf", | |
| "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "NumType=Card|POS=NUM", | |
| "Number=Plur|POS=PROPN", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", | |
| "Degree=Sup|POS=ADV", | |
| "POS=PUNCT|PunctSide=Fin|PunctType=Quot", | |
| "POS=DET", | |
| "Number=Plur|POS=DET|PronType=Dem", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs", | |
| "POS=PUNCT|PunctType=Dash", | |
| "Degree=Cmp|POS=ADV", | |
| "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Number=Sing|POS=DET|PronType=Dem", | |
| "POS=AUX|VerbForm=Ger", | |
| "POS=AUX", | |
| "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", | |
| "Foreign=Yes|POS=X", | |
| "POS=ADV|PronType=Dem", | |
| "POS=PART|Polarity=Neg", | |
| "Number=Plur|POS=PRON|PronType=Dem", | |
| "POS=AUX|Tense=Past|VerbForm=Fin", | |
| "POS=PUNCT|PunctSide=Ini|PunctType=Brck", | |
| "POS=PUNCT|PunctSide=Fin|PunctType=Brck", | |
| "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Degree=Pos|POS=ADV", | |
| "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin", | |
| "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "POS=SYM", | |
| "Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs", | |
| "Case=Nom|POS=PRON|Person=2|PronType=Prs", | |
| "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "POS=PUNCT", | |
| "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", | |
| "Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs", | |
| "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "POS=AUX|VerbType=Mod", | |
| "POS=DET|Poss=Yes", | |
| "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", | |
| "Number=Sing|POS=PRON|PronType=Ind", | |
| "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", | |
| "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", | |
| "POS=INTJ", | |
| "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", | |
| "NumType=Mult|POS=ADV", | |
| "POS=PRON|Person=2|Poss=Yes|PronType=Prs", | |
| "Number=Sing|POS=AUX", | |
| "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", | |
| "Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes", | |
| "Definite=Ind|POS=PRON|PronType=Art", | |
| "Aspect=Prog|POS=AUX|Tense=Pres|VerbForm=Part", | |
| "POS=X", | |
| "Case=Acc|POS=PRON|Person=2|PronType=Prs" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "acomp", | |
| "advcl", | |
| "advmod", | |
| "agent", | |
| "amod", | |
| "appos", | |
| "attr", | |
| "aux", | |
| "auxpass", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound", | |
| "conj", | |
| "dep", | |
| "det", | |
| "dobj", | |
| "expl", | |
| "mark", | |
| "neg", | |
| "nmod", | |
| "npadvmod", | |
| "nsubj", | |
| "nsubjpass", | |
| "nummod", | |
| "pcomp", | |
| "pobj", | |
| "poss", | |
| "prep", | |
| "prt", | |
| "punct", | |
| "quantmod", | |
| "relcl", | |
| "xcomp" | |
| ], | |
| "ner":[ | |
| "CARDINAL", | |
| "DATE", | |
| "FAC", | |
| "GPE", | |
| "LANGUAGE", | |
| "LOC", | |
| "MONEY", | |
| "NORP", | |
| "ORDINAL", | |
| "ORG", | |
| "PERCENT", | |
| "PERSON", | |
| "PRODUCT", | |
| "QUANTITY", | |
| "TIME", | |
| "WORK_OF_ART" | |
| ], | |
| "textcat":[ | |
| "Blaming_Geopolitics", | |
| "Blaming_Government", | |
| "Blaming_Migrants", | |
| "No_Frustration", | |
| "Uses_Infrastructure" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "tagger", | |
| "morphologizer", | |
| "parser", | |
| "ner", | |
| "textcat" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "morphologizer", | |
| "parser", | |
| "ner", | |
| "textcat" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "tag_acc":0.9993694107, | |
| "pos_acc":0.9993694107, | |
| "morph_acc":0.9993120844, | |
| "morph_per_feat":{ | |
| "Definite":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PronType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Number":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Degree":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PunctSide":{ | |
| "p":0.9953917051, | |
| "r":0.9953917051, | |
| "f":0.9953917051 | |
| }, | |
| "PunctType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Mood":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Person":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Tense":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "VerbForm":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Aspect":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Case":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ConjType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Poss":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "NumType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Gender":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Reflex":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Foreign":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Polarity":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "VerbType":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "dep_uas":0.9979572295, | |
| "dep_las":0.9890201085, | |
| "dep_las_per_type":{ | |
| "det":{ | |
| "p":0.9983543609, | |
| "r":1.0, | |
| "f":0.9991765029 | |
| }, | |
| "nsubj":{ | |
| "p":0.9991503823, | |
| "r":0.9991503823, | |
| "f":0.9991503823 | |
| }, | |
| "prep":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "amod":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "pobj":{ | |
| "p":1.0, | |
| "r":0.9990118577, | |
| "f":0.9995056846 | |
| }, | |
| "compound":{ | |
| "p":1.0, | |
| "r":0.998502994, | |
| "f":0.9992509363 | |
| }, | |
| "aux":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ccomp":{ | |
| "p":0.9966555184, | |
| "r":0.9966555184, | |
| "f":0.9966555184 | |
| }, | |
| "advmod":{ | |
| "p":0.9979423868, | |
| "r":0.9958932238, | |
| "f":0.9969167523 | |
| }, | |
| "root":{ | |
| "p":0.9965217391, | |
| "r":0.9965217391, | |
| "f":0.9965217391 | |
| }, | |
| "dobj":{ | |
| "p":1.0, | |
| "r":0.9665211063, | |
| "f":0.9829755736 | |
| }, | |
| "nsubjpass":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "auxpass":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "poss":{ | |
| "p":1.0, | |
| "r":0.9953917051, | |
| "f":0.9976905312 | |
| }, | |
| "case":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "agent":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "relcl":{ | |
| "p":0.9905063291, | |
| "r":0.9905063291, | |
| "f":0.9905063291 | |
| }, | |
| "mark":{ | |
| "p":1.0, | |
| "r":0.9967741935, | |
| "f":0.9983844911 | |
| }, | |
| "appos":{ | |
| "p":1.0, | |
| "r":0.9745762712, | |
| "f":0.9871244635 | |
| }, | |
| "xcomp":{ | |
| "p":0.9942196532, | |
| "r":1.0, | |
| "f":0.9971014493 | |
| }, | |
| "acl":{ | |
| "p":1.0, | |
| "r":0.9765625, | |
| "f":0.9881422925 | |
| }, | |
| "cc":{ | |
| "p":0.998046875, | |
| "r":0.9480519481, | |
| "f":0.9724072312 | |
| }, | |
| "conj":{ | |
| "p":0.9983948636, | |
| "r":0.9967948718, | |
| "f":0.9975942261 | |
| }, | |
| "dep":{ | |
| "p":0.0700636943, | |
| "r":0.3333333333, | |
| "f":0.1157894737 | |
| }, | |
| "pcomp":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "attr":{ | |
| "p":0.9936708861, | |
| "r":0.9936708861, | |
| "f":0.9936708861 | |
| }, | |
| "advcl":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "quantmod":{ | |
| "p":1.0, | |
| "r":0.9692307692, | |
| "f":0.984375 | |
| }, | |
| "nummod":{ | |
| "p":1.0, | |
| "r":0.9356725146, | |
| "f":0.9667673716 | |
| }, | |
| "expl":{ | |
| "p":1.0, | |
| "r":0.9846153846, | |
| "f":0.992248062 | |
| }, | |
| "predet":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "npadvmod":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "acomp":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "prt":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "nmod":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "dative":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "intj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "neg":{ | |
| "p":1.0, | |
| "r":0.8790322581, | |
| "f":0.9356223176 | |
| }, | |
| "csubj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "preconj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "oprd":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "parataxis":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "csubjpass":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "sents_p":1.0, | |
| "sents_r":1.0, | |
| "sents_f":1.0, | |
| "ents_f":0.9970902037, | |
| "ents_p":0.9970902037, | |
| "ents_r":0.9970902037, | |
| "ents_per_type":{ | |
| "NORP":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PERSON":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ORG":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "DATE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "LOC":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "TIME":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "FAC":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "CARDINAL":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "MONEY":{ | |
| "p":0.8, | |
| "r":0.8, | |
| "f":0.8 | |
| }, | |
| "GPE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PERCENT":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "LANGUAGE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PRODUCT":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ORDINAL":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "QUANTITY":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "cats_score":0.9942857143, | |
| "cats_score_desc":"macro F", | |
| "cats_micro_p":0.9942857143, | |
| "cats_micro_r":0.9942857143, | |
| "cats_micro_f":0.9942857143, | |
| "cats_macro_p":0.9942857143, | |
| "cats_macro_r":0.9942857143, | |
| "cats_macro_f":0.9942857143, | |
| "cats_macro_auc":0.9999591837, | |
| "cats_f_per_type":{ | |
| "Blaming_Geopolitics":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Blaming_Government":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Blaming_Migrants":{ | |
| "p":0.9857142857, | |
| "r":0.9857142857, | |
| "f":0.9857142857 | |
| }, | |
| "No_Frustration":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "Uses_Infrastructure":{ | |
| "p":0.9857142857, | |
| "r":0.9857142857, | |
| "f":0.9857142857 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "tok2vec_loss":4418.1361807639, | |
| "tagger_loss":32.4620698266, | |
| "morphologizer_loss":35.5480163522, | |
| "parser_loss":3334.966627319, | |
| "ner_loss":69.3310663333, | |
| "textcat_loss":0.0150158473 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |