Model: Emanuel/bertweet-emotion-base
Author: Emanuel
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, roberta, text-classification, generated_from_trainer, dataset:emotion, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: emotion
metrics: accuracy
model-index: name: bertweet-emotion-base
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
args: default
metrics: type: accuracy
value: 0.945
name: Accuracy
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9285
name: Accuracy
verified: yes
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value: 0.8884219402987917
name: Precision Macro
verified: yes
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value: 0.9285
name: Precision Micro
verified: yes
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value: 0.9294663182278102
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDAzMjE3M2FmMjEwMzE2ZDA4NGI3ZDI1ZDlkMjhlZmEzNTlmZWM4NjRlMDNjODIzMTE1N2JiMTE5OTA2N2EzYSIsInZlcnNpb24iOjF9.O7Y0CljPErSGKRacqPcDuzlJEOFo_cnQMqmXcW94JFeq_jWHXEqxHb8Jszi2LCQOlDmFf81Yn1gr7qNbef0lDQ, type: recall
value: 0.8859392810987465
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjVkODBlZTVlZmNiYjMyNDU2MDRiYWY4M2Y3MDRhNGQ0OTFlNDBiOGIwNGUxNzczMGFjMjg1YzNhNWI4N2QzMiIsInZlcnNpb24iOjF9.qBdhvXbJXKpoCQpJadg5rLlvTgfl4kitQlelAeCLNLTUyq6lBEg8onL78j2ln7m-njgF6dC0M10n4riIbTseDA, type: recall
value: 0.9285
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2FlYjdmOWNiODUyNmI0OWViYjc2NWNhOTVlMDkyYWMxZjIyMDJlMjZkY2I3Yjg1ZjBlOTQ3MWY4ZDI3MDEwZCIsInZlcnNpb24iOjF9.ZaZNohPIOgvh5NQe6s5PWNyxwtMlrGQxsGz_zeqKshF9btY69cNQxyg9jlfXqrdmI4XhmC8K_MIEObkbfgqCBw, type: recall
value: 0.9285
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ2ODgzMjE2MGE2MmM4OGEyNWUxMWU5OGE3N2JmYTY0MWMzM2JkNjQ3ZDkzMWJkZmU5YWFlYTJhYzg3ODI5NCIsInZlcnNpb24iOjF9.ELxb_KXB0H-SaXOW97WUkTaNzAPH6itG0BpOtvcY-3J33Kr7Wi4eLEyX1fYjgY01LbkPmH4UN-rUQz2pXoRBCQ, type: f1
value: 0.8863603878501328
name: F1 Macro
verified: yes
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value: 0.9285
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWU0MGE3ZjViMzAzMTk1MzhiYjA1OTM4ZDRmZDU5NmRjODE0NThiOWY1MDVjNmU2OTI1OTAzYzY0NjY0NzMwZCIsInZlcnNpb24iOjF9.-_1WgnpD_qr18pp89fkgP651yW5YZ8Vm9i0M4gH8m8uosqOlnft8i7ppsDD5sp689aDoNjqtczPi_pGTvH8iAw, type: f1
value: 0.9284728367890772
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDMwZDUwYThkYWU2ZDBkYzRlZGQ2YjE2MGE2YjJjNWEyMDcwM2Y2YjY1NTE1ODNmZDgzNjdhZmI4ZjFhZTM1NCIsInZlcnNpb24iOjF9.HeNsdbp4LC3pY_ZXA55xccmAvzP3LZe6ohrSuUFBInMTyO8ZExnnk5ysiXv9AJp-O3GBamQe8LKv_mxyboErAQ, type: loss
value: 0.1349370777606964
name: loss
verified: yes
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Likes: 2 | All-time downloads: 7225
Created: 2022-03-02 23:29:04