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mybully-sentibert-manual
mohanrj/mybully-sentibert-manual
mybully-sentibert-manual is a machine learning model from mohanrj. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model is MYBully-SentiBERT, fine-tuned exclusively on the manually annotated portion of the MYBully dataset. It provides a baseline for Sentiment Analysis in Bahasa Malaysia tweets.
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At a glance
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Oct 3, 2025
- Updated
- Oct 4, 2025
- SHA
- e988653e
Base models
Datasets
Model card
From the Hugging Face model README
MYBully-SentiBERT (Manual)
Model Overview
This model is MYBully-SentiBERT, fine-tuned exclusively on the manually annotated portion of the MYBully dataset.
It provides a baseline for Sentiment Analysis in Bahasa Malaysia tweets.
Intended Use
- Sentiment Classification (positive, negative, neutral).
Training Data
- Dataset: MYBully (Bahasa Malaysia tweets).
- Annotation: Manual
Model Details
- Base model: roberta-base-bahasa-cased
- Fine-tuning: 3-way classification head
- Labels: Positive, Negative, Neutral
Performance
| Metric | Value |
|---|---|
| Accuracy | 0.83 |
| Precision | 0.82 |
| Recall | 0.83 |
| F1 | 0.82 |
- Type
- roberta
- License
- mit
- Languages
- ms
- Created
- Oct 3, 2025
- Updated
- Oct 4, 2025