| Feature | Description |
|---|---|
| Name | en_ud_L1_combined_trf |
| Version | 1.0.2 |
| spaCy | >=3.5.3,<3.6.0 |
| Default Pipeline | transformer, tagger, parser |
| Components | transformer, tagger, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
View label scheme (99 labels for 2 components)
| Component | Labels |
|---|---|
tagger |
$, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, GW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, ```` |
parser |
ROOT, acl, acl:relcl, advcl, advcl:relcl, advmod, amod, appos, aux, aux:pass, case, cc, cc:preconj, ccomp, compound, compound:prt, conj, cop, csubj, dep, det, det:predet, discourse, dislocated, expl, fixed, flat, goeswith, iobj, list, mark, nmod, nmod:npmod, nmod:poss, nmod:tmod, nsubj, nsubj:outer, nsubj:pass, nummod, obj, obl, obl:agent, obl:npmod, obl:tmod, orphan, parataxis, punct, reparandum, vocative, xcomp |
Accuracy
| Type | Score |
|---|---|
TAG_ACC |
97.20 |
DEP_UAS |
93.72 |
DEP_LAS |
91.70 |
SENTS_P |
92.64 |
SENTS_R |
91.46 |
SENTS_F |
92.05 |
POS_ACC |
0.00 |
TRANSFORMER_LOSS |
106065.49 |
TAGGER_LOSS |
78371.56 |
PARSER_LOSS |
803506.29 |
- Downloads last month
- -
Evaluation results
- TAG (XPOS) Accuracyself-reported0.972
- POS (UPOS) Accuracyself-reported0.000
- Unlabeled Attachment Score (UAS)self-reported0.937
- Labeled Attachment Score (LAS)self-reported0.917
- Sentences F-Scoreself-reported0.921