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multi-class-classification

Text Classification
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distilbert
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46

Add evaluation results on the default config and test split of emotion

#44
by lewtun HF staff - opened
base: refs/heads/main
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from: refs/pr/44
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  1. README.md +72 -0
README.md CHANGED
@@ -6,6 +6,78 @@ datasets:
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  - emotion
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  metrics:
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  - accuracy
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
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  - emotion
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  metrics:
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  - accuracy
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+ model-index:
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+ - name: autoevaluate/multi-class-classification
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+ results:
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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: emotion
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+ type: emotion
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+ config: default
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+ split: test
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+ metrics:
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+ - type: accuracy
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+ value: 0.9185
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDNlY2I5ZTZkOTBmMTQwMjA0ZTFhYzE4NTdiZGIzYmNiOTkyMjBjMDY0MDJhNGY4ZTBiMGJiZjdhNzk3ODFkZCIsInZlcnNpb24iOjF9.JQbXPplJfzTCXHZrnbQLcSKZJrxvqYQh-BlpYlVMsWL6SSAKAlCb7Srqeoxr6u7byLm7QtufHYUKda7b1dKECw
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+ - type: f1
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+ value: 0.8692821860210945
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTU0YzdlZWJlYjM0MzIyZTMzZWJhZjIzZWVhMzc2NmJkMGJlNTU4YzJjOTQ1NjU5OTI3OGNiZDhhZDE1ZWFhYyIsInZlcnNpb24iOjF9.KxhL3gFTS8RpZNVwLbRzig_xLowmnCOjlMnwIP45Dyq62KafQk4ID3-lTH5J7tf0vRx10wICBSMBARDERy9vAw
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+ - type: f1
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+ value: 0.9185
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+ name: F1 Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTM0OTVlOTE2OGRjODllOWE5MGYzYWIwODhjZjVhNWRjNDQwMmFiMTA3ODNmMzE3NGJmOGU5YmNjMmY0ZWMyNyIsInZlcnNpb24iOjF9.1k1PYE543xvSrIKxGX053X78iZigwvhs8skFlTmC2gfNkPs0dKW7gtf8Xzk-V9yZHnjUkiyu4H_ZnU2WwdNtAg
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+ - type: f1
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+ value: 0.9181177508591364
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjQxYmFhMzQ1NmM4OTQxYzg5MGYyZDgyNDgzYzQ4ZTY4ZWRmYWNlOTQyNjk3MTljMTdlNzc0YzI1YmEwZGQ5YyIsInZlcnNpb24iOjF9.tFzvcpez6mjSFyWZlgk1_9c_QyasGvQ_hXCTUqzMUdiO7Pof465IBmbKCqPDnEweTcypa1jD4ecvcoPzx-G0BA
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+ - type: precision
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+ value: 0.8738350796775306
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTdhMDg2NmU3NDJlNWYwODFiNWZjOWU4NWM5NDc1NjEzMjQ0NjUxZjY1ZDM1OTQ1NzU4YTMyNTA3NTFhMWFlNiIsInZlcnNpb24iOjF9.RVUwjBs1FYBweEboY_kTcCssf3rVLbtQIjZnCQmhBJnCbYyZW6KTCKbt3qiw-FyzjX5P-fkK2GbwpTkipwhGDA
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+ - type: precision
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+ value: 0.9185
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+ name: Precision Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjJlOTJmMjA5MGEwODAwMjVkMTMzMWIyNmZlOThlMDc3MmRmYWM5YzI4MTI0Y2E5MDEyMTdkMGYzOGRmMjRhMiIsInZlcnNpb24iOjF9.ttqgrykUq1R10Plm1Tqiol_kYaOTZnyKPEJaqE6l58OT7kyjgmgk2XpdU1f_ZaK9Fvj7IYfy8ew9vJPZ3fc7Aw
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+ - type: precision
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+ value: 0.9179425177997311
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmM5MjlmMmUwZWM3NjAzZjI0NDhkMTY2NTY0NmJkMWNmYzU2MTA5NTlhZmU0OTI2N2MzZTdhYzU0YTVmMmYyOCIsInZlcnNpb24iOjF9.sOOwCp7-K68hCODiHT50Q4iUlEp_QMp13ZPOVK0B7uvePYIUEenp3BERuda-aiK0tJwaSuq428j83mC8EdqsCQ
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+ - type: recall
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+ value: 0.8650962919021573
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+ name: Recall Macro
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+ verified: true
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+ - type: recall
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+ value: 0.9185
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+ name: Recall Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzg0OTQwZWNiMGE2YjA5NThjYTRhMjE5NTNmMmMwNzY0NTY5YWRlZTVhMjZhYmYwOWFiNmQ1YzQxY2E1ZDVmMSIsInZlcnNpb24iOjF9.LM2xWXrJAJdgLJ7HyUH45bkDmB2NrNeX1HSffw5igtoMd7DFsdVrvNEDDfePiW2YQPlA1tZsxDq9Evsj38erBw
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+ - type: recall
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+ value: 0.9185
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+ name: Recall Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzU3NGU0OTIxZjIwMzc3ODM4YzFiYjEwMjFlNDI4MmU3NDI5NDQwZjNlYzU3ZmNjZDVkNDdjMWIzZjBjZjdiNiIsInZlcnNpb24iOjF9.oza0-N-cJ1nwb2NhFAHqXIpfBLKPOWNJT8yyhrYscxgx_FKCRhv5Czl1HCgOd9pkWceBpVwsgxMCYiVEpQoMAw
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+ - type: loss
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+ value: 0.20907790958881378
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGRiMzI4MDlhYTYwNWM0Yjk4MjAxNDY0NTEyNGUyOWE5NmFjZGM1YWFiMGQ0Yjg1YmVjZDVjY2EyMzBmZGI0YSIsInZlcnNpb24iOjF9.37MscN7wz25jU_rcAEK33oRAJl_jc-zRRCTn9acgxL6kCf__bV_YpvrvDdnT2ArAVv9m3DyRIOpwYFkDj4EUBQ
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+ - type: matthews_correlation
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+ value: 0.8920254536671932
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+ name: matthews_correlation
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDI5MmU2ZjIxZjU0NDU1NDRhMzg1ODI5OGRiOWQ1NGY4YTNjM2JkYTA4ZTY1OTdiMmE2NzFlZTg2NmQyYmRhNSIsInZlcnNpb24iOjF9.jvK80B05dMGBklqPq0Kj4wgn8uJnBtVtUiJfGFpZueV_HJMRoOzwEpXFvYJCA4n04mzFrbr8prDMppQuKm7PBQ
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You