metadata
tags:
- spacy
- token-classification
language:
- en
model-index:
- name: en_pipeline
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9946896173
- name: NER Recall
type: recall
value: 0.9916932907
- name: NER F Score
type: f_score
value: 0.9931891941
- task:
name: POS
type: token-classification
metrics:
- name: POS Accuracy
type: accuracy
value: 0
- task:
name: SENTER
type: token-classification
metrics:
- name: SENTER Precision
type: precision
value: 1
- name: SENTER Recall
type: recall
value: 1
- name: SENTER F Score
type: f_score
value: 1
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Dependencies Accuracy
type: accuracy
value: 0
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Dependencies Accuracy
type: accuracy
value: 0
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.1.0,<3.2.0 |
| Default Pipeline | tok2vec, tagger, parser, ner, attribute_ruler, lemmatizer |
| Components | tok2vec, tagger, parser, ner, attribute_ruler, lemmatizer |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
View label scheme (114 labels for 3 components)
| Component | Labels |
|---|---|
tagger |
$, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, ```` |
parser |
ROOT, acl, acomp, advcl, advmod, agent, amod, appos, attr, aux, auxpass, case, cc, ccomp, compound, conj, csubj, csubjpass, dative, dep, det, dobj, expl, intj, mark, meta, neg, nmod, npadvmod, nsubj, nsubjpass, nummod, oprd, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp |
ner |
ARC, AST, BOOK, CAUSAL, COMPARISON, DATE, HEM, HOUR, HYPO, INSTRUMENT, JUDGEMENT, LAWS, MODEL, NAME, Observation, PAR, PLACE, QUANTITY, REASON, ZOD |
Accuracy
| Type | Score |
|---|---|
TAG_ACC |
0.00 |
DEP_UAS |
0.00 |
DEP_LAS |
0.00 |
DEP_LAS_PER_TYPE |
0.00 |
SENTS_P |
100.00 |
SENTS_R |
100.00 |
SENTS_F |
100.00 |
ENTS_F |
99.32 |
ENTS_P |
99.47 |
ENTS_R |
99.17 |
LEMMA_ACC |
0.00 |
NER_LOSS |
7790.09 |