Bail Outcome Predictor (India)
Fine-tuned InLegalBERT for predicting bail outcomes (Granted/Rejected) from Indian court case details.
Dataset
- Source: IndianBailJudgments-1200
- Train/Val/Test: 840/180/180
- Features used: Crime type, bail type, IPC sections, accused gender, prior cases, facts, legal issues, court, region
Performance
| Metric | Value |
|---|---|
| Accuracy | 72.8% |
| F1 (Granted) | 79.0% |
| Precision | 75.4% |
| Recall | 82.9% |
Usage
from transformers import pipeline
classifier = pipeline("text-classification", model="saif-11bit/bail-outcome-predictor")
result = classifier("Crime Type: Narcotics | Bail Type: Regular | IPC Sections: 302 | ...")
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