Model: bhadresh-savani/electra-base-emotion
Author: bhadresh-savani
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tf, jax, electra, text-classification, emotion, en, dataset:emotion, license:apache-2.0, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: language: en
license: apache-2.0
tags: text-classification, emotion, pytorch
datasets: emotion
metrics: Accuracy, F1 Score
thumbnail: https://avatars3.githubusercontent.com/u/32437151?s=460&u=4ec59abc8d21d5feea3dab323d23a5860e6996a4&v=4
model-index: name: bhadresh-savani/electra-base-emotion
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9265
name: Accuracy
verified: yes
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value: 0.911532655431019
name: Precision Macro
verified: yes
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value: 0.9265
name: Precision Micro
verified: yes
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value: 0.9305456360257519
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjcyZDdjMWE5YzhlNWUyZDg5YWUwOGRkYWFiMDNmMTY4N2QxZDg1YTU0MGQ2ZWI1ZDI5Mjk2MTVmN2JmZTA1YiIsInZlcnNpb24iOjF9.EvcL-mfmJ3rGQCaVRejoWplButUT_dQjgwPw-rWlqSC7Ex3reLa3hQ9PtYuXtYM3ymVl77rFgW2Yxf3lIn6RBg, type: recall
value: 0.8536923122511134
name: Recall Macro
verified: yes
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value: 0.9265
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjRiODljZTc0ZDU3YWNlZTRlYjQwY2M5YWFiY2VkOWM5Yjg5NjYzZTNkYTA1ZTc3ZjU3YjY3ZGMzNWFiNTNhNSIsInZlcnNpb24iOjF9.W74pDxOq18_Wr3Mmd0f1whXMJuVT3DhmYCWh3Z_VKB6QMSgNUf4l1iBYukIT8Lrwr50z4pscBGY3YktlUgg5Bg, type: recall
value: 0.9265
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjgxNDhjMDcwZTA2ZWQ2NTFlMTFjOGU4NDE4ZDY0MDJjNGMwOGYzMDViYTM5Y2M5ZTc2NDM3OTdmYTc1NzhhMiIsInZlcnNpb24iOjF9.x4sUtEJWliLYqyKkKMEvb10lSxqN8vhrmSAnwtyCp0tEag6DUNEUA6_nojaC3ABIDb4ZwVd7JIcQ5yD2PKU-Dg, type: f1
value: 0.8657529340483895
name: F1 Macro
verified: yes
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value: 0.9265
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWE1ZDI1MzA3YTcwODU0NTgxYTNmYjc5ZDZkYzI3OWZmYjNlNjI5OWI4MDE4NDRhOWMyNWZiMjZlMTIwNWU3YSIsInZlcnNpb24iOjF9.ZpLdxeqJjKiLxUxRIVbBZa9u5w0UMPKVwvOha4tHMTiyq3RaW8TNOkFdO7TIsgxoPdQb6wzWNDojrqJOY4vsDg, type: f1
value: 0.924844632421077
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2VhNWZmM2E4NDI5NmRiMWJkNDk2MDMyMDZmYmE2ODBlNTA2NTdhYTc4NzRkOGU1ODczZDU4MTdhYTZlOTRiZCIsInZlcnNpb24iOjF9.93XiZO_2N0nLa2PU3TICEOT8HjURPzpaAVD_5e5MFMHrtMIB1Barg0cvzc3TCisKxV_vlt1i20d2YwtfWKgrBQ, type: loss
value: 0.3268870413303375
name: loss
verified: yes
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Likes: 1 | All-time downloads: 20107
Created: 2022-03-28 04:34:00