github explosion/spacy-models mk_core_news_md-3.0.0

Downloads Downloads (wheel)

Details: https://spacy.io/models/mk#mk_core_news_md

Checksum .tar.gz: 749f3f69e7d1332fef3fc2d264125e8f34222ecec52af188ea02de2efd5ccad6
Checksum .whl: da9055103b9cde369231a16c71bda667d77e7c75f44dc5bde977c638c2b70ce8

Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

Feature Description
Name mk_core_news_md
Version 3.0.0
spaCy >=3.0.0,<3.1.0
Model size 44 MB
Default Pipeline morphologizer, parser, ner, attribute_ruler, lemmatizer
Components morphologizer, parser, senter, ner, attribute_ruler, lemmatizer
Vectors 274587 keys, 20000 unique vectors (300 dimensions)
Sources Macedonian Corpus (Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska)
Macedonian Corpus (Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska)
Macedonian Corpus (Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (54 labels for 4 components)
Component 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
senter I, S
ner CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART

Accuracy

Type Score
TOKEN_ACC 100.00
POS_ACC 93.07
SENTS_P 80.95
SENTS_R 66.23
SENTS_F 72.86
DEP_UAS 67.12
DEP_LAS 51.23
ENTS_P 76.77
ENTS_R 73.70
ENTS_F 75.21

Installation

pip install spacy
python -m spacy download mk_core_news_md

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