Hugging Face's logo

zhang19991111
/
roberta-large-spanmarker-STEM-NER

Token Classification
SpanMarker
Safetensors
English
ner
named-entity-recognition
generated_from_span_marker_trainer
Eval Results
Model card Files Community
zhang19991111 commited on
Commit
579ee7f
·
verified ·
1 Parent(s): db961b4

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +33 -33
README.md CHANGED
@@ -1,35 +1,35 @@
1
  epoch:10
2
- \\
3
- Data:\\
4
- f1:0.6752577319587628 \\
5
- number:189\\
6
- precision:0.6582914572864321\\
7
- recall:0.6931216931216931\\
8
-
9
- Material:
10
- f1:0.8099999999999999
11
- number:201
12
- precision:0.8140703517587939
13
- recall:0.8059701492537313
14
-
15
- Method:
16
- f1:0.5263157894736842
17
- number:20
18
- precision:0.5555555555555556
19
- recall:0.5
20
-
21
- Process:
22
- f1:0.6736842105263158
23
- number:205
24
- precision:0.7314285714285714
25
- recall:0.624390243902439
26
-
27
 
28
- test_loss:0.08379081636667252
29
- test_overall_accuracy:0.8418897637795275
30
- test_overall_f1:0.7147595356550579
31
- test_overall_precision:0.7292724196277496
32
- test_overall_recall:0.7008130081300813
33
- test_runtime:4.8228
34
- test_samples_per_second:31.931
35
- test_steps_per_second:4.147
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  epoch:10
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2
 
3
+ Data:
4
+ f1:0.6752577319587628
5
+ number:189
6
+ precision:0.6582914572864321
7
+ recall:0.6931216931216931
8
+
9
+ Material:
10
+ f1:0.8099999999999999
11
+ number:201
12
+ precision:0.8140703517587939
13
+ recall:0.8059701492537313
14
+
15
+ Method:
16
+ f1:0.5263157894736842
17
+ number:20
18
+ precision:0.5555555555555556
19
+ recall:0.5
20
+
21
+ Process:
22
+ f1:0.6736842105263158
23
+ number:205
24
+ precision:0.7314285714285714
25
+ recall:0.624390243902439
26
+
27
+
28
+ test_loss:0.08379081636667252
29
+ test_overall_accuracy:0.8418897637795275
30
+ test_overall_f1:0.7147595356550579
31
+ test_overall_precision:0.7292724196277496
32
+ test_overall_recall:0.7008130081300813
33
+ test_runtime:4.8228
34
+ test_samples_per_second:31.931
35
+ test_steps_per_second:4.147