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autoevaluate
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multi-class-classification

Text Classification
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distilbert
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#39
by lewtun HF staff - opened
base: refs/heads/main
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from: refs/pr/39
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@@ -6,6 +6,73 @@ 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
 
6
  - 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.eyJoYXNoIjoiNjEwODYzNTZhNWNiMGI1NmExNzllOGYyY2VmZDE2MGJkNjNiNWU0ZmNhYjBlM2Q0NzYzNWY3NTUyZTY2N2M4ZiIsInZlcnNpb24iOjF9.5rc2ZUo5FnfZCZUhjqGrUBWojZrS49tN_5r_tzmtDFky65KK5MS6krXO73gnb_wmIzTlKciIcNOYXfv4O8w4AQ
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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.eyJoYXNoIjoiNjZhNGNkMmFjZmY2YjhlMmY1ZmViZGRmMzZjMjhkM2NiYTM2YmZlYTFkNTg2Y2I2ZDM5NDg3ZGJkMmJmZTM1MSIsInZlcnNpb24iOjF9.TvCcKx-FSlQ2H7cZikIPxUfA0x4R_5n6waPpD9JLYejG6eaoRxVH9AGC99OyQq6gH27Z3adQoNzzrtNihlD_Cg
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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.eyJoYXNoIjoiOGE2NmJhOGM5ODU3OWI0NDBhNmVlMGUyOWUyYzNhNjNlY2M2OTg4N2IyNjZlYzRkNjRhZWNhODVkNzQ1OTZjNCIsInZlcnNpb24iOjF9.bXsHHZ1XpdO8fzukYFwuj7uXitrweUtlqbpNydnMvHETGNaItF_wdbFFAj3y0t7F6O7-q2vT0lEUfwPtbOH4Ag
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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.eyJoYXNoIjoiNTczNmZhOGY1NGZlZGIyNDc1ZDU5YzNkYTI1MzMwYzMzZmY3ZjA1MGZjNDg5M2Q5ZDc5ODFjYzA4MWI5YjNmZSIsInZlcnNpb24iOjF9.9OmbamR05yCclqnpHMGaWRX4OOt51ka0ySl_mbCt5jYGPWFSGQ5tck3TzhI3M1_P7uaPboTwfYONbu1zH6hkDw
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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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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGVkMjRiZThmNWRiMGEyNDRjZDYzYzU5MzFkYzI3OGYwNGM5MmJhMzk2NDRmYjE2NDZkZDhjYTMyMWEzZjZjZCIsInZlcnNpb24iOjF9.jgu2MhrirukymMCOQ72coBJ2hF23gajQeQhAlSQliqzHVZmLZfkXtuj2sOUgK7MDZWoTThScUbumyv8FtzdFDA
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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.eyJoYXNoIjoiNTQ4ODYyNDdiZjY4MGYxYzAwY2I0Nzk0ZmY4NTU1ZTEyZWQzODE0NDQzYjE0ODE0MGQyZDMwOGRlZDNjOGJiYiIsInZlcnNpb24iOjF9.2W0ArIcZuDx7BBDqRCHWROpuDZuOTl9of7zwyZBgEmQHI59nXemWYMLH8sxp1pIkAPAvJ7d2HH77ga1HjAWPDA
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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.eyJoYXNoIjoiOGNjMzhkZDE4NDA4OWNmYTVjNjIxZmZmNzA2MmMwMzljZTAwNWJlMjg1YzRkZjUyN2E4OTk4MGUwMDkzNDI0ZCIsInZlcnNpb24iOjF9.OrTtkfUI4HQteLA9G0NoBq4_BARO2aMwzsyczrTH-bXKgpcZUtufq2TUzCBqJueG5dCoZVhbm2_BQqRZdTxQAw
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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.eyJoYXNoIjoiODkwZGM5OTEyOWEyZDUwNDk1MTBhMTNkZjMxNGFmZGU3OWYxYzJiYmJhMzdmODE5YTY3ZGI2NmJiZDhkMjIyZSIsInZlcnNpb24iOjF9.XFg1wohgpCLFtHPCsWYw_KqCwXXbHDYBePx8uLgOmBDQl6jsQNMf7v_eWWd23pcPEvMa0LZGPpOS1bw_mc5KCg
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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.eyJoYXNoIjoiYzUxOWRmODc5MDZiYzBjNjIxMGMyMzViZTU1MDI4YmU1MzJiNTM0M2FlMWM2NGIwMzYyMzhlM2E1NDRmYjhhYyIsInZlcnNpb24iOjF9.nsSZ5VNMQty8DHX7aimZvLa3rIHvZxEwAwEJrYH804QDa3Sq1y5N527AmoOkYb3RfKbi2POQ3dlPD7EgqDCMCw
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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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+ - 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.eyJoYXNoIjoiZGUzMWViODYwMzkxOGQ2ZWQ5YjI0ODIwNzEwZTEwN2Q2ZGEwMDM2ZDIwNWI0Y2MwNDU3OTczNjkzMTMxOGQ4NiIsInZlcnNpb24iOjF9.WvD5YZWsagpaDnh2ZZoEDBil3J2FKM24GaUGVIlJnotSFtp83j0O51FiVMZvT3ev0pKXUge5cjCliBDv553iCw
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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