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reviews_classifier
dariadaria/reviews_classifier
reviews_classifier is a text classification model from dariadaria. Use it when you need a label for a piece of text. It is set up for transformers.
SENTIMENTLABELS = { 'NEGATIVE': 0, 'POSITIVE': 1, 'NEUTRAL': 2, }
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Aug 5, 2023
- Updated
- Sep 16, 2023
- SHA
- 6bfa1938
Try a prompt
Model card
From the Hugging Face model README
SENTIMENT_LABELS = { 'NEGATIVE': 0, 'POSITIVE': 1, 'NEUTRAL': 2, }
num_classes = 3
language:
- en
thumbnail: "url to a thumbnail used in social sharing"
tags:
- sentiment analysis
license: commercial use disallowed
datasets:
- dariadaria/disneyland_reviews
metrics: confusion matrix
| pred:0(NEG) | pred:1(POS) | pred:2(NEU) | |
|---|---|---|---|
| true:0(NEG) | 793 | 188 | 171 |
| true:1(POS) | 227 | 920 | 260 |
| true:2(NEU) | 115 | 203 | 5087 |
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Aug 5, 2023
- Updated
- Sep 16, 2023