File size: 637 Bytes
4e92dd2 493b0c2 4e92dd2 493b0c2 4e92dd2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | # Sinhala Dyslexia Binary Essay Classifier
This repository contains a binary dyslexia detection model for Sinhala essays.
## Model Overview
- **Task**: Binary dyslexia classification (Dyslexic vs Non-Dyslexic)
- **Level**: Essay-level (sentence aggregation)
- **Feature Extraction**: Character-level TF-IDF (2–4 grams)
- **Classifier**: Logistic Regression
## Files
- `dyslexia_binary_model.pkl` – Trained binary classifier
- `tfidf_vectorizer.pkl` – TF-IDF vectorizer used during training
## Usage
```python
import joblib
model = joblib.load("dyslexia_binary_model.pkl")
vectorizer = joblib.load("tfidf_vectorizer.pkl")
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