# 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")