Model: Jorgeutd/sagemaker-roberta-base-emotion
Author: Jorgeutd
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, safetensors, roberta, text-classification, sagemaker, roberta-base, text classification, en, dataset:emotion, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: apache-2.0
tags: sagemaker, roberta-base, text classification
datasets: emotion
widget: I am really upset that I have to call up to three times to the number on the back of my insurance card for my call to be answer
model-index: name: sagemaker-roberta-base-emotion
results: task: type: text-classification
name: Multi Class Text Classification
dataset: name: emotion
type: emotion
metrics: type: accuracy
value: 94.1
name: Validation Accuracy
verified: no, type: f1
value: 94.13
name: Validation F1
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.931
name: Accuracy
verified: yes
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value: 0.8833042147663716
name: Precision Macro
verified: yes
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value: 0.931
name: Precision Micro
verified: yes
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value: 0.9337002742192515
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjQ1ZDIzNmE3MjljMTk2NTBmNzcyMTEyOTUwZTljYTA2MjIwY2E4ZThkNGVjYjQwNzU3MTcxMzBiYzJkNWIzOSIsInZlcnNpb24iOjF9.6yXKQ9WS9AWdt1jxixtA5O2S1bcPTKQqIOw291Ytam8OI-zdTI2jwltT6JdU4lHdhTi5797zeNldJMCxGPR2DQ, type: recall
value: 0.9087144572668905
name: Recall Macro
verified: yes
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value: 0.931
name: Recall Micro
verified: yes
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value: 0.931
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTM2ZDk4NDQ2YWIwM2VjNzUxZjQ0YzU4MzViZGMzYzA3YjlhMTI1NjQwOTM3M2U4NGJhNTMxYzllMjRkMzU2NSIsInZlcnNpb24iOjF9.k9yprOWEoB0-k306GyDGF-g4uw3kABLc8iE_3E5ZYfVbo9VHPo61GuSsWJyYJ7_aq6zWbzgfOFEwUeVjcmnaDA, type: f1
value: 0.8949974527433656
name: F1 Macro
verified: yes
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value: 0.931
name: F1 Micro
verified: yes
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value: 0.9318434300647934
name: F1 Weighted
verified: yes
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value: 0.17379647493362427
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDdjODE2MjA5ODg2MmM2OWJmMjMzMzUzNGU1ZDc5NjRkNGU4N2VmNmM2NWE0YTEyYWMxNGUzN2M3YTkxNzUyMCIsInZlcnNpb24iOjF9.qcQWfHuRnfiluicR7gke3vm9u701hB4Bp0YaX2opaxL6d5DRCzuqAg-2kdmhhOL-8DW5JhY6gTrF14AEuEE9Cw
Likes: 0 | All-time downloads: 1863
Created: 2022-03-02 23:29:04