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  1. Reducing-False-Negatives-in-Heart-Disease-Prediction-Using-SMOTE Reducing-False-Negatives-in-Heart-Disease-Prediction-Using-SMOTE Public

    Machine learning project for predicting Coronary Artery Disease (CAD) using Logistic Regression and Random Forest. Compares two imbalance handling strategies, Class Weighting and SMOTE, on a highly…

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  2. Melbourne-House-Price-Prediction Melbourne-House-Price-Prediction Public

    End-to-end machine learning project for predicting Melbourne house prices using regression models, feature engineering, and comprehensive data preprocessing.

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  3. How-N-gram-Representations-Affect-Text-Classification-Performance How-N-gram-Representations-Affect-Text-Classification-Performance Public

    A comparative NLP study investigating the impact of N-gram representations on multiclass text classification using TF-IDF and Count Vectorization with Multinomial Naive Bayes and Complement Naive B…

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