| { | |
| "lang":"mk", | |
| "name":"core_news_md", | |
| "version":"3.3.0", | |
| "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":">=3.3.0.dev0,<3.4.0", | |
| "spacy_git_version":"849bef2de", | |
| "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=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":0.7536231884, | |
| "sents_r":0.6753246753, | |
| "sents_f":0.7123287671, | |
| "dep_uas":0.6916256158, | |
| "dep_las":0.5300492611, | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.6046511628, | |
| "r":0.6842105263, | |
| "f":0.6419753086 | |
| }, | |
| "root":{ | |
| "p":0.7971014493, | |
| "r":0.7857142857, | |
| "f":0.7913669065 | |
| }, | |
| "cc":{ | |
| "p":0.875, | |
| "r":0.5, | |
| "f":0.6363636364 | |
| }, | |
| "relcl":{ | |
| "p":0.4444444444, | |
| "r":0.4615384615, | |
| "f":0.4528301887 | |
| }, | |
| "pozm":{ | |
| "p":1.0, | |
| "r":0.3636363636, | |
| "f":0.5333333333 | |
| }, | |
| "poss":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "aux":{ | |
| "p":0.6, | |
| "r":0.6363636364, | |
| "f":0.6176470588 | |
| }, | |
| "prep":{ | |
| "p":0.7142857143, | |
| "r":0.75, | |
| "f":0.7317073171 | |
| }, | |
| "iobj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozv":{ | |
| "p":0.1428571429, | |
| "r":0.0666666667, | |
| "f":0.0909090909 | |
| }, | |
| "quantmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "att":{ | |
| "p":0.7872340426, | |
| "r":0.7115384615, | |
| "f":0.7474747475 | |
| }, | |
| "det":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "num":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dep":{ | |
| "p":0.0153846154, | |
| "r":0.3333333333, | |
| "f":0.0294117647 | |
| }, | |
| "dobj":{ | |
| "p":0.4576271186, | |
| "r":0.45, | |
| "f":0.4537815126 | |
| }, | |
| "ppdo":{ | |
| "p":0.5714285714, | |
| "r":0.2666666667, | |
| "f":0.3636363636 | |
| }, | |
| "neg":{ | |
| "p":0.5555555556, | |
| "r":0.4545454545, | |
| "f":0.5 | |
| }, | |
| "pobj":{ | |
| "p":0.4210526316, | |
| "r":0.5, | |
| "f":0.4571428571 | |
| }, | |
| "mwe":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ppio":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advmod":{ | |
| "p":0.3333333333, | |
| "r":0.5, | |
| "f":0.4 | |
| }, | |
| "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":2181.9209832256, | |
| "ents_p":0.7543402778, | |
| "ents_r":0.7395744681, | |
| "ents_f":0.7468844005, | |
| "ents_per_type":{ | |
| "GPE":{ | |
| "p":0.8643678161, | |
| "r":0.8867924528, | |
| "f":0.8754365541 | |
| }, | |
| "LOC":{ | |
| "p":0.7246376812, | |
| "r":0.5747126437, | |
| "f":0.641025641 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7435897436, | |
| "r":0.7073170732, | |
| "f":0.725 | |
| }, | |
| "DATE":{ | |
| "p":0.7142857143, | |
| "r":0.7042253521, | |
| "f":0.7092198582 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.6930693069, | |
| "r":0.7446808511, | |
| "f":0.7179487179 | |
| }, | |
| "NORP":{ | |
| "p":0.5192307692, | |
| "r":0.4153846154, | |
| "f":0.4615384615 | |
| }, | |
| "PERSON":{ | |
| "p":0.7756410256, | |
| "r":0.8066666667, | |
| "f":0.7908496732 | |
| }, | |
| "ORG":{ | |
| "p":0.5666666667, | |
| "r":0.693877551, | |
| "f":0.623853211 | |
| }, | |
| "MONEY":{ | |
| "p":1.0, | |
| "r":0.5, | |
| "f":0.6666666667 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.5384615385, | |
| "r":0.6363636364, | |
| "f":0.5833333333 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9411764706, | |
| "r":1.0, | |
| "f":0.9696969697 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.7, | |
| "r":0.512195122, | |
| "f":0.5915492958 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "FAC":{ | |
| "p":0.0833333333, | |
| "r":0.05, | |
| "f":0.0625 | |
| }, | |
| "TIME":{ | |
| "p":1.0, | |
| "r":0.8333333333, | |
| "f":0.9090909091 | |
| }, | |
| "EVENT":{ | |
| "p":0.6111111111, | |
| "r":0.6470588235, | |
| "f":0.6285714286 | |
| }, | |
| "LAW":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "pos_acc":0.9309414621 | |
| }, | |
| "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":"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":"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":[ | |
| ] | |
| } |