| { | |
| "lang":"mk", | |
| "name":"core_news_md", | |
| "version":"3.6.0", | |
| "description":"Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.6.0,<3.7.0", | |
| "spacy_git_version":"cb4fdc83e", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":20000, | |
| "keys":274587, | |
| "name":"mk_vectors" | |
| }, | |
| "labels":{ | |
| "morphologizer":[ | |
| "POS=PROPN", | |
| "POS=AUX", | |
| "POS=ADJ", | |
| "POS=NOUN", | |
| "POS=ADP", | |
| "POS=PUNCT", | |
| "POS=CONJ", | |
| "POS=NUM", | |
| "POS=VERB", | |
| "POS=PRON", | |
| "POS=ADV", | |
| "POS=SCONJ", | |
| "POS=PART", | |
| "POS=SYM", | |
| "_", | |
| "POS=SPACE", | |
| "POS=X", | |
| "POS=INTJ" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "advmod", | |
| "att", | |
| "aux", | |
| "cc", | |
| "dep", | |
| "det", | |
| "dobj", | |
| "iobj", | |
| "neg", | |
| "nsubj", | |
| "pobj", | |
| "poss", | |
| "pozm", | |
| "pozv", | |
| "prep", | |
| "punct", | |
| "relcl" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ], | |
| "ner":[ | |
| "CARDINAL", | |
| "DATE", | |
| "EVENT", | |
| "FAC", | |
| "GPE", | |
| "LANGUAGE", | |
| "LAW", | |
| "LOC", | |
| "MONEY", | |
| "NORP", | |
| "ORDINAL", | |
| "ORG", | |
| "PERCENT", | |
| "PERSON", | |
| "PRODUCT", | |
| "QUANTITY", | |
| "TIME", | |
| "WORK_OF_ART" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "morphologizer", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":1.0, | |
| "token_p":1.0, | |
| "token_r":1.0, | |
| "token_f":1.0, | |
| "sents_p":0.8, | |
| "sents_r":0.6753246753, | |
| "sents_f":0.7323943662, | |
| "dep_uas":0.6771344455, | |
| "dep_las":0.5201177625, | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.6756756757, | |
| "r":0.6578947368, | |
| "f":0.6666666667 | |
| }, | |
| "root":{ | |
| "p":0.7692307692, | |
| "r":0.7142857143, | |
| "f":0.7407407407 | |
| }, | |
| "cc":{ | |
| "p":0.8947368421, | |
| "r":0.6071428571, | |
| "f":0.7234042553 | |
| }, | |
| "relcl":{ | |
| "p":0.4137931034, | |
| "r":0.4615384615, | |
| "f":0.4363636364 | |
| }, | |
| "pozm":{ | |
| "p":0.75, | |
| "r":0.2727272727, | |
| "f":0.4 | |
| }, | |
| "poss":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "aux":{ | |
| "p":0.4523809524, | |
| "r":0.5757575758, | |
| "f":0.5066666667 | |
| }, | |
| "prep":{ | |
| "p":0.737704918, | |
| "r":0.75, | |
| "f":0.7438016529 | |
| }, | |
| "iobj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozv":{ | |
| "p":0.2, | |
| "r":0.1333333333, | |
| "f":0.16 | |
| }, | |
| "quantmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "att":{ | |
| "p":0.7555555556, | |
| "r":0.6538461538, | |
| "f":0.7010309278 | |
| }, | |
| "det":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "num":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dep":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dobj":{ | |
| "p":0.4411764706, | |
| "r":0.5, | |
| "f":0.46875 | |
| }, | |
| "ppdo":{ | |
| "p":0.6666666667, | |
| "r":0.2666666667, | |
| "f":0.380952381 | |
| }, | |
| "neg":{ | |
| "p":0.5555555556, | |
| "r":0.4545454545, | |
| "f":0.5 | |
| }, | |
| "pobj":{ | |
| "p":0.4090909091, | |
| "r":0.5625, | |
| "f":0.4736842105 | |
| }, | |
| "mwe":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ppio":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advmod":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "appos":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advcl":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "number":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "amod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "_":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "acl":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozn":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozk":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "speed":2203.8391079889, | |
| "ents_p":0.7472245944, | |
| "ents_r":0.7446808511, | |
| "ents_f":0.7459505541, | |
| "ents_per_type":{ | |
| "GPE":{ | |
| "p":0.8711943794, | |
| "r":0.8773584906, | |
| "f":0.8742655699 | |
| }, | |
| "LOC":{ | |
| "p":0.6933333333, | |
| "r":0.5977011494, | |
| "f":0.6419753086 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.725, | |
| "r":0.7073170732, | |
| "f":0.7160493827 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.68, | |
| "r":0.7234042553, | |
| "f":0.7010309278 | |
| }, | |
| "DATE":{ | |
| "p":0.7397260274, | |
| "r":0.7605633803, | |
| "f":0.75 | |
| }, | |
| "PERSON":{ | |
| "p":0.7834394904, | |
| "r":0.82, | |
| "f":0.8013029316 | |
| }, | |
| "ORG":{ | |
| "p":0.5737704918, | |
| "r":0.7142857143, | |
| "f":0.6363636364 | |
| }, | |
| "NORP":{ | |
| "p":0.4262295082, | |
| "r":0.4, | |
| "f":0.4126984127 | |
| }, | |
| "MONEY":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.5, | |
| "r":0.6363636364, | |
| "f":0.56 | |
| }, | |
| "PERCENT":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.6111111111, | |
| "r":0.5365853659, | |
| "f":0.5714285714 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "TIME":{ | |
| "p":1.0, | |
| "r":0.6666666667, | |
| "f":0.8 | |
| }, | |
| "FAC":{ | |
| "p":0.2222222222, | |
| "r":0.1, | |
| "f":0.1379310345 | |
| }, | |
| "EVENT":{ | |
| "p":0.5294117647, | |
| "r":0.5294117647, | |
| "f":0.5294117647 | |
| }, | |
| "LAW":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "pos_acc":0.9260857837 | |
| }, | |
| "sources":[ | |
| { | |
| "name":"Macedonian Corpus", | |
| "url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" | |
| }, | |
| { | |
| "name":"spaCy lookups data", | |
| "author":"Explosion", | |
| "url":"https://github.com/explosion/spacy-lookups-data", | |
| "license":"MIT" | |
| }, | |
| { | |
| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
| } | |
| ], | |
| "requirements":[ | |
| ] | |
| } |