Hugging Face's logo

spacy
/
en_core_web_md

Token Classification
spaCy
English
Eval Results (legacy)
Model card Files
xet
 Community
adrianeboyd commited on
Commit
b93e29f
·
1 Parent(s): 15db25f

Update spaCy pipeline

Browse files
Files changed (5) hide show
  1. README.md +7 -7
  2. accuracy.json +64 -64
  3. en_core_web_md-any-py3-none-any.whl +2 -2
  4. meta.json +66 -66
  5. ner/model +1 -1
README.md CHANGED
@@ -14,13 +14,13 @@ model-index:
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
- value: 0.8644910088
18
  - name: NER Recall
19
  type: recall
20
- value: 0.8450520833
21
  - name: NER F Score
22
  type: f_score
23
- value: 0.8546610277
24
  - task:
25
  name: TAG
26
  type: token-classification
@@ -57,7 +57,7 @@ English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
57
  | Feature | Description |
58
  | --- | --- |
59
  | **Name** | `en_core_web_md` |
60
- | **Version** | `3.4.0` |
61
  | **spaCy** | `>=3.4.0,<3.5.0` |
62
  | **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
63
  | **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
@@ -94,6 +94,6 @@ English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
94
  | `SENTS_F` | 90.91 |
95
  | `DEP_UAS` | 92.09 |
96
  | `DEP_LAS` | 90.26 |
97
- | `ENTS_P` | 86.45 |
98
- | `ENTS_R` | 84.51 |
99
- | `ENTS_F` | 85.47 |
 
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
+ value: 0.8506044475
18
  - name: NER Recall
19
  type: recall
20
+ value: 0.8562700321
21
  - name: NER F Score
22
  type: f_score
23
+ value: 0.853427837
24
  - task:
25
  name: TAG
26
  type: token-classification
 
57
  | Feature | Description |
58
  | --- | --- |
59
  | **Name** | `en_core_web_md` |
60
+ | **Version** | `3.4.1` |
61
  | **spaCy** | `>=3.4.0,<3.5.0` |
62
  | **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
63
  | **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 
94
  | `SENTS_F` | 90.91 |
95
  | `DEP_UAS` | 92.09 |
96
  | `DEP_LAS` | 90.26 |
97
+ | `ENTS_P` | 85.06 |
98
+ | `ENTS_R` | 85.63 |
99
+ | `ENTS_F` | 85.34 |
accuracy.json CHANGED
@@ -231,100 +231,100 @@
231
  "f": 0.5882352941
232
  }
233
  },
234
- "ents_p": 0.8644910088,
235
- "ents_r": 0.8450520833,
236
- "ents_f": 0.8546610277,
237
  "ents_per_type": {
238
  "DATE": {
239
- "p": 0.8751191611,
240
- "r": 0.8742857143,
241
- "f": 0.8747022392
242
  },
243
  "GPE": {
244
- "p": 0.9322571346,
245
- "r": 0.9020920502,
246
- "f": 0.9169265665
247
  },
248
  "ORDINAL": {
249
- "p": 0.7808988764,
250
- "r": 0.8633540373,
251
- "f": 0.8200589971
252
- },
253
- "FAC": {
254
- "p": 0.390625,
255
- "r": 0.3846153846,
256
- "f": 0.3875968992
257
  },
258
  "ORG": {
259
- "p": 0.8222987288,
260
- "r": 0.8231707317,
261
- "f": 0.8227344992
 
 
 
 
 
262
  },
263
  "QUANTITY": {
264
- "p": 0.8310810811,
265
- "r": 0.6758241758,
266
- "f": 0.7454545455
 
 
 
 
 
267
  },
268
  "CARDINAL": {
269
- "p": 0.8402818555,
270
- "r": 0.8507728894,
271
- "f": 0.8454948301
272
  },
273
  "PERSON": {
274
- "p": 0.8898495037,
275
- "r": 0.9069843342,
276
- "f": 0.898335219
277
  },
278
  "NORP": {
279
- "p": 0.902676399,
280
- "r": 0.8904,
281
- "f": 0.896496174
282
- },
283
- "LOC": {
284
- "p": 0.7042253521,
285
- "r": 0.6369426752,
286
- "f": 0.6688963211
287
  },
288
  "TIME": {
289
- "p": 0.7459807074,
290
- "r": 0.6783625731,
291
- "f": 0.7105666156
292
  },
293
- "WORK_OF_ART": {
294
- "p": 0.5303030303,
295
- "r": 0.3608247423,
296
- "f": 0.4294478528
297
  },
298
  "EVENT": {
299
- "p": 0.6593406593,
300
- "r": 0.3448275862,
301
- "f": 0.4528301887
 
 
 
 
 
302
  },
303
  "LAW": {
304
- "p": 0.6481481481,
305
  "r": 0.546875,
306
- "f": 0.593220339
307
- },
308
- "MONEY": {
309
- "p": 0.9265944645,
310
- "r": 0.9090909091,
311
- "f": 0.9177592372
312
  },
313
  "PERCENT": {
314
- "p": 0.9072,
315
- "r": 0.8683001531,
316
- "f": 0.8873239437
317
  },
318
  "PRODUCT": {
319
- "p": 0.6506024096,
320
- "r": 0.2559241706,
321
- "f": 0.3673469388
322
  },
323
  "LANGUAGE": {
324
- "p": 0.76,
325
- "r": 0.59375,
326
- "f": 0.6666666667
327
  }
328
  },
329
- "speed": 9753.3917239012
330
  }
 
231
  "f": 0.5882352941
232
  }
233
  },
234
+ "ents_p": 0.8506044475,
235
+ "ents_r": 0.8562700321,
236
+ "ents_f": 0.853427837,
237
  "ents_per_type": {
238
  "DATE": {
239
+ "p": 0.8660436137,
240
+ "r": 0.8825396825,
241
+ "f": 0.8742138365
242
  },
243
  "GPE": {
244
+ "p": 0.9290008589,
245
+ "r": 0.9051603905,
246
+ "f": 0.9169256852
247
  },
248
  "ORDINAL": {
249
+ "p": 0.771978022,
250
+ "r": 0.8726708075,
251
+ "f": 0.8192419825
 
 
 
 
 
252
  },
253
  "ORG": {
254
+ "p": 0.813001813,
255
+ "r": 0.8321845175,
256
+ "f": 0.8224813311
257
+ },
258
+ "FAC": {
259
+ "p": 0.3726708075,
260
+ "r": 0.4615384615,
261
+ "f": 0.412371134
262
  },
263
  "QUANTITY": {
264
+ "p": 0.8299319728,
265
+ "r": 0.6703296703,
266
+ "f": 0.7416413374
267
+ },
268
+ "LOC": {
269
+ "p": 0.7152542373,
270
+ "r": 0.6719745223,
271
+ "f": 0.6929392447
272
  },
273
  "CARDINAL": {
274
+ "p": 0.8237934905,
275
+ "r": 0.8727705113,
276
+ "f": 0.8475750577
277
  },
278
  "PERSON": {
279
+ "p": 0.8597449909,
280
+ "r": 0.9242819843,
281
+ "f": 0.890846178
282
  },
283
  "NORP": {
284
+ "p": 0.8976190476,
285
+ "r": 0.9048,
286
+ "f": 0.9011952191
 
 
 
 
 
287
  },
288
  "TIME": {
289
+ "p": 0.7360703812,
290
+ "r": 0.7339181287,
291
+ "f": 0.7349926794
292
  },
293
+ "MONEY": {
294
+ "p": 0.9184652278,
295
+ "r": 0.9043683589,
296
+ "f": 0.9113622844
297
  },
298
  "EVENT": {
299
+ "p": 0.5765765766,
300
+ "r": 0.367816092,
301
+ "f": 0.449122807
302
+ },
303
+ "WORK_OF_ART": {
304
+ "p": 0.48,
305
+ "r": 0.3711340206,
306
+ "f": 0.4186046512
307
  },
308
  "LAW": {
309
+ "p": 0.546875,
310
  "r": 0.546875,
311
+ "f": 0.546875
 
 
 
 
 
312
  },
313
  "PERCENT": {
314
+ "p": 0.9141494436,
315
+ "r": 0.8805513017,
316
+ "f": 0.8970358814
317
  },
318
  "PRODUCT": {
319
+ "p": 0.6125,
320
+ "r": 0.2322274882,
321
+ "f": 0.3367697595
322
  },
323
  "LANGUAGE": {
324
+ "p": 0.68,
325
+ "r": 0.53125,
326
+ "f": 0.5964912281
327
  }
328
  },
329
+ "speed": 9350.5189338915
330
  }
en_core_web_md-any-py3-none-any.whl CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:962cde66dac9c03196c84834d478397527cc614cd515cb1442141c78e89dc17f
3
- size 42781333
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96ddc2e0300e1ed142c2e80bacc83438dc09231f2ca4d104f83afc021eba098e
3
+ size 42779207
meta.json CHANGED
@@ -1,14 +1,14 @@
1
  {
2
  "lang":"en",
3
  "name":"core_web_md",
4
- "version":"3.4.0",
5
  "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
6
  "author":"Explosion",
7
  "email":"contact@explosion.ai",
8
  "url":"https://explosion.ai",
9
  "license":"MIT",
10
  "spacy_version":">=3.4.0,<3.5.0",
11
- "spacy_git_version":"dd038b536",
12
  "vectors":{
13
  "width":300,
14
  "vectors":20000,
@@ -398,102 +398,102 @@
398
  "f":0.5882352941
399
  }
400
  },
401
- "ents_p":0.8644910088,
402
- "ents_r":0.8450520833,
403
- "ents_f":0.8546610277,
404
  "ents_per_type":{
405
  "DATE":{
406
- "p":0.8751191611,
407
- "r":0.8742857143,
408
- "f":0.8747022392
409
  },
410
  "GPE":{
411
- "p":0.9322571346,
412
- "r":0.9020920502,
413
- "f":0.9169265665
414
  },
415
  "ORDINAL":{
416
- "p":0.7808988764,
417
- "r":0.8633540373,
418
- "f":0.8200589971
419
- },
420
- "FAC":{
421
- "p":0.390625,
422
- "r":0.3846153846,
423
- "f":0.3875968992
424
  },
425
  "ORG":{
426
- "p":0.8222987288,
427
- "r":0.8231707317,
428
- "f":0.8227344992
 
 
 
 
 
429
  },
430
  "QUANTITY":{
431
- "p":0.8310810811,
432
- "r":0.6758241758,
433
- "f":0.7454545455
 
 
 
 
 
434
  },
435
  "CARDINAL":{
436
- "p":0.8402818555,
437
- "r":0.8507728894,
438
- "f":0.8454948301
439
  },
440
  "PERSON":{
441
- "p":0.8898495037,
442
- "r":0.9069843342,
443
- "f":0.898335219
444
  },
445
  "NORP":{
446
- "p":0.902676399,
447
- "r":0.8904,
448
- "f":0.896496174
449
- },
450
- "LOC":{
451
- "p":0.7042253521,
452
- "r":0.6369426752,
453
- "f":0.6688963211
454
  },
455
  "TIME":{
456
- "p":0.7459807074,
457
- "r":0.6783625731,
458
- "f":0.7105666156
459
  },
460
- "WORK_OF_ART":{
461
- "p":0.5303030303,
462
- "r":0.3608247423,
463
- "f":0.4294478528
464
  },
465
  "EVENT":{
466
- "p":0.6593406593,
467
- "r":0.3448275862,
468
- "f":0.4528301887
 
 
 
 
 
469
  },
470
  "LAW":{
471
- "p":0.6481481481,
472
  "r":0.546875,
473
- "f":0.593220339
474
- },
475
- "MONEY":{
476
- "p":0.9265944645,
477
- "r":0.9090909091,
478
- "f":0.9177592372
479
  },
480
  "PERCENT":{
481
- "p":0.9072,
482
- "r":0.8683001531,
483
- "f":0.8873239437
484
  },
485
  "PRODUCT":{
486
- "p":0.6506024096,
487
- "r":0.2559241706,
488
- "f":0.3673469388
489
  },
490
  "LANGUAGE":{
491
- "p":0.76,
492
- "r":0.59375,
493
- "f":0.6666666667
494
  }
495
  },
496
- "speed":9753.3917239012
497
  },
498
  "sources":[
499
  {
 
1
  {
2
  "lang":"en",
3
  "name":"core_web_md",
4
+ "version":"3.4.1",
5
  "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
6
  "author":"Explosion",
7
  "email":"contact@explosion.ai",
8
  "url":"https://explosion.ai",
9
  "license":"MIT",
10
  "spacy_version":">=3.4.0,<3.5.0",
11
+ "spacy_git_version":"2b5f955c2",
12
  "vectors":{
13
  "width":300,
14
  "vectors":20000,
 
398
  "f":0.5882352941
399
  }
400
  },
401
+ "ents_p":0.8506044475,
402
+ "ents_r":0.8562700321,
403
+ "ents_f":0.853427837,
404
  "ents_per_type":{
405
  "DATE":{
406
+ "p":0.8660436137,
407
+ "r":0.8825396825,
408
+ "f":0.8742138365
409
  },
410
  "GPE":{
411
+ "p":0.9290008589,
412
+ "r":0.9051603905,
413
+ "f":0.9169256852
414
  },
415
  "ORDINAL":{
416
+ "p":0.771978022,
417
+ "r":0.8726708075,
418
+ "f":0.8192419825
 
 
 
 
 
419
  },
420
  "ORG":{
421
+ "p":0.813001813,
422
+ "r":0.8321845175,
423
+ "f":0.8224813311
424
+ },
425
+ "FAC":{
426
+ "p":0.3726708075,
427
+ "r":0.4615384615,
428
+ "f":0.412371134
429
  },
430
  "QUANTITY":{
431
+ "p":0.8299319728,
432
+ "r":0.6703296703,
433
+ "f":0.7416413374
434
+ },
435
+ "LOC":{
436
+ "p":0.7152542373,
437
+ "r":0.6719745223,
438
+ "f":0.6929392447
439
  },
440
  "CARDINAL":{
441
+ "p":0.8237934905,
442
+ "r":0.8727705113,
443
+ "f":0.8475750577
444
  },
445
  "PERSON":{
446
+ "p":0.8597449909,
447
+ "r":0.9242819843,
448
+ "f":0.890846178
449
  },
450
  "NORP":{
451
+ "p":0.8976190476,
452
+ "r":0.9048,
453
+ "f":0.9011952191
 
 
 
 
 
454
  },
455
  "TIME":{
456
+ "p":0.7360703812,
457
+ "r":0.7339181287,
458
+ "f":0.7349926794
459
  },
460
+ "MONEY":{
461
+ "p":0.9184652278,
462
+ "r":0.9043683589,
463
+ "f":0.9113622844
464
  },
465
  "EVENT":{
466
+ "p":0.5765765766,
467
+ "r":0.367816092,
468
+ "f":0.449122807
469
+ },
470
+ "WORK_OF_ART":{
471
+ "p":0.48,
472
+ "r":0.3711340206,
473
+ "f":0.4186046512
474
  },
475
  "LAW":{
476
+ "p":0.546875,
477
  "r":0.546875,
478
+ "f":0.546875
 
 
 
 
 
479
  },
480
  "PERCENT":{
481
+ "p":0.9141494436,
482
+ "r":0.8805513017,
483
+ "f":0.8970358814
484
  },
485
  "PRODUCT":{
486
+ "p":0.6125,
487
+ "r":0.2322274882,
488
+ "f":0.3367697595
489
  },
490
  "LANGUAGE":{
491
+ "p":0.68,
492
+ "r":0.53125,
493
+ "f":0.5964912281
494
  }
495
  },
496
+ "speed":9350.5189338915
497
  },
498
  "sources":[
499
  {
ner/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4aa77dde97264deb19826a34229265638053037f2873b889e1e016dcbba614c1
3
  size 6511153
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54e14f01bd3ef785c1489660b5c6c994ae21756ce2a290e1e4c863d2d3599563
3
  size 6511153