| { | |
| "lang":"mk", | |
| "name":"core_news_md", | |
| "version":"3.4.0", | |
| "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":">=3.4.0,<3.5.0", | |
| "spacy_git_version":"dd038b536", | |
| "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":0.6666666667, | |
| "sents_r":0.6493506494, | |
| "sents_f":0.6578947368, | |
| "dep_uas":0.6836434868, | |
| "dep_las":0.5190989226, | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.6857142857, | |
| "r":0.6315789474, | |
| "f":0.6575342466 | |
| }, | |
| "root":{ | |
| "p":0.76, | |
| "r":0.8142857143, | |
| "f":0.7862068966 | |
| }, | |
| "cc":{ | |
| "p":0.8888888889, | |
| "r":0.5714285714, | |
| "f":0.6956521739 | |
| }, | |
| "relcl":{ | |
| "p":0.4210526316, | |
| "r":0.3076923077, | |
| "f":0.3555555556 | |
| }, | |
| "pozm":{ | |
| "p":0.8333333333, | |
| "r":0.4545454545, | |
| "f":0.5882352941 | |
| }, | |
| "poss":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "aux":{ | |
| "p":0.5882352941, | |
| "r":0.6060606061, | |
| "f":0.5970149254 | |
| }, | |
| "prep":{ | |
| "p":0.6825396825, | |
| "r":0.7166666667, | |
| "f":0.6991869919 | |
| }, | |
| "iobj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozv":{ | |
| "p":0.1818181818, | |
| "r":0.1333333333, | |
| "f":0.1538461538 | |
| }, | |
| "quantmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "att":{ | |
| "p":0.7254901961, | |
| "r":0.7115384615, | |
| "f":0.7184466019 | |
| }, | |
| "det":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "num":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dep":{ | |
| "p":0.0138888889, | |
| "r":0.3333333333, | |
| "f":0.0266666667 | |
| }, | |
| "dobj":{ | |
| "p":0.4126984127, | |
| "r":0.4333333333, | |
| "f":0.4227642276 | |
| }, | |
| "ppdo":{ | |
| "p":0.7142857143, | |
| "r":0.3333333333, | |
| "f":0.4545454545 | |
| }, | |
| "neg":{ | |
| "p":0.5555555556, | |
| "r":0.4545454545, | |
| "f":0.5 | |
| }, | |
| "pobj":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "mwe":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ppio":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "appos":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advmod":{ | |
| "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":{ | |
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| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozk":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "speed":2245.2550240296, | |
| "ents_p":0.7373737374, | |
| "ents_r":0.7455319149, | |
| "ents_f":0.7414303851, | |
| "ents_per_type":{ | |
| "LOC":{ | |
| "p":0.6666666667, | |
| "r":0.5747126437, | |
| "f":0.6172839506 | |
| }, | |
| "GPE":{ | |
| "p":0.8646788991, | |
| "r":0.8891509434, | |
| "f":0.876744186 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.6511627907, | |
| "r":0.6829268293, | |
| "f":0.6666666667 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.7052631579, | |
| "r":0.7127659574, | |
| "f":0.708994709 | |
| }, | |
| "DATE":{ | |
| "p":0.7465753425, | |
| "r":0.7676056338, | |
| "f":0.7569444444 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "NORP":{ | |
| "p":0.4202898551, | |
| "r":0.4461538462, | |
| "f":0.4328358209 | |
| }, | |
| "MONEY":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.5, | |
| "r":0.7272727273, | |
| "f":0.5925925926 | |
| }, | |
| "PERCENT":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PERSON":{ | |
| "p":0.7843137255, | |
| "r":0.8, | |
| "f":0.7920792079 | |
| }, | |
| "FAC":{ | |
| "p":0.3, | |
| "r":0.15, | |
| "f":0.2 | |
| }, | |
| "ORG":{ | |
| "p":0.5454545455, | |
| "r":0.7346938776, | |
| "f":0.6260869565 | |
| }, | |
| "EVENT":{ | |
| "p":0.4705882353, | |
| "r":0.4705882353, | |
| "f":0.4705882353 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5757575758, | |
| "r":0.4634146341, | |
| "f":0.5135135135 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "TIME":{ | |
| "p":0.8333333333, | |
| "r":0.8333333333, | |
| "f":0.8333333333 | |
| }, | |
| "LAW":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "pos_acc":0.9314809819 | |
| }, | |
| "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":[ | |
| ] | |
| } |