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sinhala-dyslexia-binary-classifier – AI Model by tinykavi | AlphaNeural AI

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tinykavi/
sinhala-dyslexia-binary-classifier

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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")