Hugging Face's logo

firqaaa
/
id_core_news_sm

Token Classification
spaCy
Indonesian
Eval Results
Model card Files Community
firqaaa commited on
Commit
5aceba7
·
verified ·
1 Parent(s): 4a1bc0d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +40 -1
README.md CHANGED
@@ -20,6 +20,28 @@ model-index:
20
  - name: NER F Score
21
  type: f_score
22
  value: 0.6362633321
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  ---
24
  | Feature | Description |
25
  | --- | --- |
@@ -42,6 +64,9 @@ model-index:
42
  | Component | Labels |
43
  | --- | --- |
44
  | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
 
 
 
45
 
46
  </details>
47
 
@@ -53,4 +78,18 @@ model-index:
53
  | `ENTS_P` | 67.21 |
54
  | `ENTS_R` | 60.41 |
55
  | `TOK2VEC_LOSS` | 45767.58 |
56
- | `NER_LOSS` | 127721.43 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20
  - name: NER F Score
21
  type: f_score
22
  value: 0.6362633321
23
+ - name: TAG (XPOS) Accuracy
24
+ type: accuracy
25
+ value: 0.9051536414
26
+ - name: POS (UPOS) Accuracy
27
+ type: accuracy
28
+ value: 0.9125297415
29
+ - name: Morph (UFeats) Accuracy
30
+ type: accuracy
31
+ value: 0.9296115526
32
+ - name: Lemma Accuracy
33
+ type: accuracy
34
+ value: 0.9369920335
35
+ - name: Unlabeled Attachment Score (UAS)
36
+ type: f_score
37
+ value: 0.7753785754
38
+ - name: Labeled Attachment Score (LAS)
39
+ type: f_score
40
+ value: 0.6871555348
41
+ - name: Sentences F-Score
42
+ type: f_score
43
+ value: 0.857881137
44
+
45
  ---
46
  | Feature | Description |
47
  | --- | --- |
 
64
  | Component | Labels |
65
  | --- | --- |
66
  | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
67
+ | **`tagger`** | `APP`, `ASP`, `ASP+PS3`, `ASS`, `B--`, `B--+PS3`, `CC-`, `CCONJ`, `CD-`, `CO-`, `D--`, `D--+PS3`, `F--`, `F--+PS2`, `G--`, `G--+PS3`, `H--`, `I--`, `M--`, `M--+PS3`, `NOUN`, `NPD`, `NSD`, `NSD+PS3`, `NSF`, `NSM`, `NUM`, `O--`, `PP1`, `PP2`, `PP3`, `PROPN`, `PS1`, `PS1+VSA`, `PS2`, `PS3`, `R--`, `R--+PS3`, `S--`, `SYM`, `T--`, `VERB`, `VPA`, `VSA`, `VSA+PS2`, `VSA+PS3`, `VSP`, `W--`, `X--`, `Z--` |
68
+ | **`morphologizer`** | `POS=PROPN`, `POS=AUX`, `Definite=Ind\|POS=DET\|PronType=Art`, `Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=VERB\|Voice=Pass`, `POS=ADP`, `POS=PUNCT`, `POS=NOUN`, `POS=ADV`, `POS=CCONJ`, `POS=SCONJ`, `Mood=Ind\|POS=VERB\|Voice=Act`, `POS=VERB`, `POS=DET\|PronType=Tot`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|PronType=Prs\|Reflex=Yes`, `POS=DET\|PronType=Dem`, `NumType=Card\|POS=NUM`, `POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Ind`, `NumType=Card\|POS=NUM\|PronType=Tot`, `POS=PART\|Polarity=Neg`, `POS=PRON\|PronType=Int`, `NumType=Ord\|POS=ADJ`, `POS=PART`, `POS=PRON\|PronType=Dem`, `POS=DET\|PronType=Ind`, `Number=Plur\|POS=NOUN`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Form\|PronType=Prs`, `POS=ADV\|PronType=Int`, `Clusivity=In\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|POS=DET\|PronType=Art`, `POS=SYM`, `Degree=Sup\|POS=ADJ`, `POS=INTJ`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `POS=ADV\|PronType=Ind`, `Number=Sing\|POS=PRON\|Person=3\|Polite=Form\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|Polite=Infm\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `POS=VERB\|Voice=Act`, `POS=DET\|PronType=Emp`, `POS=VERB\|Voice=Pass`, `POS=ADV\|PronType=Dem`, `POS=NOUN\|Typo=Yes`, `POS=ADP\|Typo=Yes`, `Number=Plur\|POS=PRON\|PronType=Ind`, `POS=VERB\|Typo=Yes\|Voice=Pass`, `POS=X`, `POS=PRON\|PronType=Tot`, `POS=SCONJ\|Typo=Yes`, `Number=Plur\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `NumType=Card\|POS=NUM\|Typo=Yes`, `Clusivity=Ex\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Foreign=Yes\|POS=X`, `POS=ADV\|PronType=Rel`, `Mood=Imp\|POS=VERB\|Voice=Act`, `Number=Sing\|POS=NOUN\|Typo=Yes`, `POS=PROPN\|Typo=Yes`, `POS=DET`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=DET\|PronType=Ind\|Typo=Yes`, `Abbr=Yes\|POS=DET\|PronType=Dem`, `POS=PRON\|PronType=Ind`, `POS=VERB\|Typo=Yes`, `Abbr=Yes\|POS=PROPN`, `Abbr=Yes\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=PRON\|PronType=Int`, `Abbr=Yes\|POS=PART\|Polarity=Neg`, `POS=ADV\|PronType=Tot`, `Abbr=Yes\|POS=ADV`, `POS=ADV\|Typo=Yes`, `POS=X\|Typo=Yes`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=ADV\|PronType=Int\|Typo=Yes`, `NumType=Ord\|POS=ADJ\|Typo=Yes` |
69
+ | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `advmod:emph`, `amod`, `appos`, `aux`, `case`, `case:adv`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `dep`, `det`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `mark`, `nmod`, `nmod:lmod`, `nmod:poss`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:tmod`, `parataxis`, `punct`, `xcomp` |
70
 
71
  </details>
72
 
 
78
  | `ENTS_P` | 67.21 |
79
  | `ENTS_R` | 60.41 |
80
  | `TOK2VEC_LOSS` | 45767.58 |
81
+ | `NER_LOSS` | 127721.43 |
82
+ | `TAG_ACC` | 90.52 |
83
+ | `POS_ACC` | 91.25 |
84
+ | `MORPH_ACC` | 92.96 |
85
+ | `LEMMA_ACC` | 93.70 |
86
+ | `DEP_UAS` | 77.54 |
87
+ | `DEP_LAS` | 68.72 |
88
+ | `SENTS_P` | 82.72 |
89
+ | `SENTS_R` | 89.09 |
90
+ | `SENTS_F` | 85.79 |
91
+ | `TOK2VEC_LOSS` | 756743.38 |
92
+ | `TAGGER_LOSS` | 73614.38 |
93
+ | `MORPHOLOGIZER_LOSS` | 155689.33 |
94
+ | `TRAINABLE_LEMMATIZER_LOSS` | 35033.93 |
95
+ | `PARSER_LOSS` | 1037857.66 |