Details: https://nightly.spacy.io/models/mk#mk_core_news_md
File checksum:
75c4187054586d0859383cd1369315804c4f95de3dfcd0643e85063c4c58d817
Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
| Feature | Description |
|---|---|
| Name | mk_core_news_md
|
| Version | 3.0.0a1
|
| spaCy | >=3.0.0rc3,<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 |
ENTS_P
| 76.77 |
ENTS_R
| 73.70 |
ENTS_F
| 75.21 |
SENTS_P
| 80.95 |
SENTS_R
| 66.23 |
SENTS_F
| 72.86 |
POS_ACC
| 93.07 |
DEP_UAS
| 67.12 |
DEP_LAS
| 51.23 |
Installation
pip install spacy-nightly --pre
python -m spacy download mk_core_news_md