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Author

Asha Dilipkumar Jariwala

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Open access Aug 2026

Enhancing Heart Disease Prediction Through The Hybrid Random Forest–Gradient Boosting-Logistic Regression Model (HRFGLM): A Data-Driven Predictive Framework

This study suggests a methodology for early cardiovascular disease prediction using various machine learning techniques for various prediction objectives, and implemented a few models, which include Gradient Boost, Random Forests, and Linear Regression classifiers getting 75.19% accuracy.

Asha Dilipkumar Jariwala, Hemangini G. Patel · 0 citations

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