Model: bhadresh-savani/bert-base-uncased-emotion
Author: bhadresh-savani
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tf, jax, safetensors, bert, text-classification, emotion, en, dataset:emotion, arxiv:1810.04805, 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/bert-base-uncased-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: 0.8859601677706858
name: Precision Macro
verified: yes
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value: 0.9265
name: Precision Micro
verified: yes
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value: 0.9265082039990273
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTA2NzY2NTJmZTExZWM3OGIzYzg3ZDM3Y2I5MTU3Mjg3Y2NmZGEyMjFmNjExZWM3ZDFjNzdhOTZkNTYwYWQxYyIsInZlcnNpb24iOjF9.DJgeA6ZovHoxgCqhzilIzafet8uN3-Xbx1ZYcEEc4jXzFbRtErE__QHGaaSaUQEzPp4BAztp1ageOaBoEmXSDg, type: recall
value: 0.879224648382427
name: Recall Macro
verified: yes
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value: 0.9265
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDE3OWQ0ZGZjNzAxY2I0NGMxNDU0OWE1OGM2N2Q3OTUwYWI0NmZjMDQ3MDc0NDA4YTc2NDViM2Y0ZTMyMjYyZCIsInZlcnNpb24iOjF9.Ihc61PSO3K63t5hUSAve4Gt1tC8R_ZruZo492dTD9CsKOF10LkvrCskJJaOATjFJgqb3FFiJ8-nDL9Pa3HF-Dg, type: recall
value: 0.9265
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzJkYTg5YjA0YTBlNDY3ZjFjZWIzOWVhYjI4Y2YxM2FhMmUwMDZlZTE0NTIzNjMxMjE3NzgwNGFjYTkzOWM1YyIsInZlcnNpb24iOjF9.LlBX4xTjKuTX0NPK0jYzYDXRVnUEoUKVwIHfw5xUzaFgtF4wuqaYV7F0VKoOd3JZxzxNgf7JzeLof0qTquE9Cw, type: f1
value: 0.8821398657055098
name: F1 Macro
verified: yes
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value: 0.9265
name: F1 Micro
verified: yes
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value: 0.9262425173620311
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmMyY2NhNTRhOGMwM2M5OTQxNDQ0NjRkZDdiMDExMWFkMmI4MmYwZGQ1OGRiYmRjMmE2YTc0MGZmMWMwN2Q4MSIsInZlcnNpb24iOjF9.ljbb2L4R08NCGjcfuX1878HRilJ_p9qcDJpWhsu-5EqWCco80e9krb7VvIJV0zBfmi7Z3C2qGGRsfsAIhtQ5Dw, type: loss
value: 0.17315374314785004
name: loss
verified: yes
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Likes: 55 | All-time downloads: 1338246
Created: 2022-03-02 23:29:05