| # Sinhala Dyslexia Binary Essay Classifier |
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| This repository contains a binary dyslexia detection model for Sinhala essays. |
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| ## 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 |
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| ## Files |
| - `dyslexia_binary_model.pkl` – Trained binary classifier |
| - `tfidf_vectorizer.pkl` – TF-IDF vectorizer used during training |
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| ## Usage |
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| ```python |
| import joblib |
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| model = joblib.load("dyslexia_binary_model.pkl") |
| vectorizer = joblib.load("tfidf_vectorizer.pkl") |
| |
