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binary-classification

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Add evaluation results on the sst2 config and validation split of glue

#59
by lewtun HF staff - opened
base: refs/heads/main
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from: refs/pr/59
Discussion Files changed
+50
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Files changed (1) hide show
  1. README.md +50 -26
README.md CHANGED
@@ -10,52 +10,76 @@ model-index:
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  - name: autoevaluate-binary-classification
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  results:
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  - task:
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- name: Text Classification
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  type: text-classification
 
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  dataset:
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  name: glue
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  type: glue
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  args: sst2
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  metrics:
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- - name: Accuracy
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- type: accuracy
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  value: 0.8967889908256881
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- - task:
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- type: text-classification
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- name: Text Classification
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- dataset:
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- name: glue
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- type: glue
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- config: sst2
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- split: validation
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- metrics:
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- - name: Accuracy
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- type: accuracy
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  value: 0.8967889908256881
 
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  verified: true
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- - name: Precision
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- type: precision
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  value: 0.8898678414096917
 
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  verified: true
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- - name: Recall
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- type: recall
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  value: 0.9099099099099099
 
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  verified: true
44
- - name: AUC
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- type: auc
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  value: 0.967247621453229
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  verified: true
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- - name: F1
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- type: f1
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  value: 0.8997772828507795
 
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  verified: true
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- - name: loss
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- type: loss
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  value: 0.30091655254364014
 
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  verified: true
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- - name: matthews_correlation
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- type: matthews_correlation
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  value: 0.793630584795814
 
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  verified: true
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  ---
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10
  - name: autoevaluate-binary-classification
11
  results:
12
  - task:
 
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  type: text-classification
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+ name: Text Classification
15
  dataset:
16
  name: glue
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  type: glue
18
  args: sst2
19
  metrics:
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+ - type: accuracy
 
21
  value: 0.8967889908256881
22
+ name: Accuracy
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+ - type: accuracy
 
 
 
 
 
 
 
 
 
24
  value: 0.8967889908256881
25
+ name: Accuracy
26
  verified: true
27
+ - type: precision
 
28
  value: 0.8898678414096917
29
+ name: Precision
30
  verified: true
31
+ - type: recall
 
32
  value: 0.9099099099099099
33
+ name: Recall
34
  verified: true
35
+ - type: auc
 
36
  value: 0.967247621453229
37
+ name: AUC
38
+ verified: true
39
+ - type: f1
40
+ value: 0.8997772828507795
41
+ name: F1
42
+ verified: true
43
+ - type: loss
44
+ value: 0.30091655254364014
45
+ name: loss
46
+ verified: true
47
+ - type: matthews_correlation
48
+ value: 0.793630584795814
49
+ name: matthews_correlation
50
+ verified: true
51
+ - type: accuracy
52
+ value: 0.8967889908256881
53
+ name: Accuracy
54
+ verified: true
55
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWY0OWI1MDEwOGU0OGU1MDkwN2RhZDIxYWUzNjc0ZTdhYzBlZjZlODY4NjdhYTAzZWQ5YjM5OGE2ZmIzMWQzOSIsInZlcnNpb24iOjF9.hcAWhrsrj1jbkjutDTvsIbfTMW3LCQ5ASMdPRme84tnPETSxMvyD3Jdap24XySAEdglhI-8e7Bzxhriur7CQAQ
56
+ - type: precision
57
+ value: 0.8898678414096917
58
+ name: Precision
59
+ verified: true
60
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTZkNTY0N2IyODEwN2Q2YjY5NDk5NTlmNTBhMTIyOGYyNzUzZmE1NjEwNmEzODhkZmZhZmU3OGZmNTdiMDk4OCIsInZlcnNpb24iOjF9.1rIs3ZnUAUjXnd6rAihsUDDtmG8uBNPDdV429_-8RoBijGm9EZoWTg3-naCFAVJC3IMfSrdTKt1PHChcd5aiAw
61
+ - type: recall
62
+ value: 0.9099099099099099
63
+ name: Recall
64
+ verified: true
65
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWFlNmEwNDVkY2JlNDgxOTYwZThhZDc4NTMwOGQ1ZDc5YjM4OTllMTRiMDk3ZTJlZGExNjg0NWYwN2VkZWYyOCIsInZlcnNpb24iOjF9.4L8Wzz4m7InEScIVH7Xv2M0Dvf9ej7K_xzpfV67ckE7Bho4snFQ9NrDihpxloErMuqNgYa16X8b3yRcDtNI-Cw
66
+ - type: auc
67
+ value: 0.9672186789593331
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+ name: AUC
69
  verified: true
70
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGExZWU4MjgwZWU2OTgxYjJkODZmZjE0Y2M3MWZjNWNiNzk4YjhkYjZhZWQ4NjE1MjQzZmIxMDc3MGM4ZGY1MSIsInZlcnNpb24iOjF9.p0sDV5eJ0-yETPadJ7abgS-FdmzFsRs4jpAk8oRtAP2y5IhauTBbN9ki7-6aZFvAL2_FBTXE2tkktrqkwdDhBw
71
+ - type: f1
72
  value: 0.8997772828507795
73
+ name: F1
74
  verified: true
75
+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2ZlMzlmYjI0NjMzNDM5MGY0YzBhMWY3YjNkMGI4MTgzNDBjYzcxMzhiZWIxOWI3MjJiYzkwOTc3YmY1ZGViZCIsInZlcnNpb24iOjF9.ZlLSiUiws0lzlnYzntz8xLcNigC80b9ABzZy53hpxJss1aS-o_Kjv-UZvQCD6Wy9cDNwpuTjCvX8Ouqq9kyBBA
76
+ - type: loss
77
  value: 0.30091655254364014
78
+ name: loss
79
  verified: true
80
+ - type: matthews_correlation
 
81
  value: 0.793630584795814
82
+ name: matthews_correlation
83
  verified: true
84
  ---
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