pszemraj commited on
Commit
ee4ead5
1 Parent(s): 607cfa1

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +21 -40
README.md CHANGED
@@ -1,3 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  # bluebert-pubmed-uncased-L-12-H-768-A-12_pub_section
2
  - original model file name: textclassifer_bluebert_pubmed_uncased_L-12_H-768_A-12_pubmed_20k
3
  - This is a fine-tuned checkpoint of `bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12` for document section text classification
@@ -45,43 +66,3 @@
45
  - date_run: Apr-22-2022_t-05
46
 
47
  - huggingface_tag: bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12
48
-
49
- ### training_parameters
50
-
51
- - val_accuracy: 0.8367536067962646
52
-
53
- - val_matthewscorrcoef: 0.779039740562439
54
-
55
- - val_f1score: 0.834040641784668
56
-
57
- - val_cross_entropy: 0.5102494359016418
58
-
59
- - epoch: 18.0
60
-
61
- - train_accuracy_step: 0.7890625
62
-
63
- - train_matthewscorrcoef_step: 0.7113237380981445
64
-
65
- - train_f1score_step: 0.7884777784347534
66
-
67
- - train_cross_entropy_step: 0.5615811944007874
68
-
69
- - train_accuracy_epoch: 0.7955580949783325
70
-
71
- - train_matthewscorrcoef_epoch: 0.7233519554138184
72
-
73
- - train_f1score_epoch: 0.7916122078895569
74
-
75
- - train_cross_entropy_epoch: 0.6050205230712891
76
-
77
- - test_accuracy: 0.8310602307319641
78
-
79
- - test_matthewscorrcoef: 0.7718994617462158
80
-
81
- - test_f1score: 0.8283351063728333
82
-
83
- - test_cross_entropy: 0.5230290293693542
84
-
85
- - date_run: Apr-22-2022_t-05
86
-
87
- - huggingface_tag: bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12
 
1
+ ---
2
+ language:
3
+ - en
4
+ datasets:
5
+ - pubmed
6
+ metrics:
7
+ - f1
8
+ pipeline_tag: text-classification
9
+ widget:
10
+ - text: "many pathogenic processes and diseases are the result of an erroneous activation of the complement cascade and a number of inhibitors of complement have thus been examined for anti-inflammatory actions."
11
+ example_title: "background example"
12
+ - text: "a total of 192 mi patients and 140 control persons were included."
13
+ example_title: "methods example"
14
+ - text: "mi patients had 18 % higher plasma levels of map44 (iqr 11-25 %) as compared to the healthy control group (p < 0. 001.)"
15
+ example_title: "results example"
16
+ - text: "the finding that a brief cb group intervention delivered by real-world providers significantly reduced mdd onset relative to both brochure control and bibliotherapy is very encouraging, although effects on continuous outcome measures were small or nonsignificant and approximately half the magnitude of those found in efficacy research, potentially because the present sample reported lower initial depression."
17
+ example_title: "conclusions example"
18
+ - text: "in order to understand and update the prevalence of myopia in taiwan, a nationwide survey was performed in 1995."
19
+ example_title: "objective example"
20
+ ---
21
+
22
  # bluebert-pubmed-uncased-L-12-H-768-A-12_pub_section
23
  - original model file name: textclassifer_bluebert_pubmed_uncased_L-12_H-768_A-12_pubmed_20k
24
  - This is a fine-tuned checkpoint of `bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12` for document section text classification
 
66
  - date_run: Apr-22-2022_t-05
67
 
68
  - huggingface_tag: bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12