Author

Chris Chinaka

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Open access Sep 2026

ERGA-Phish: Optimized Ensemble Learning Framework with Ridge Regression and Genetic Algorithm for Improved Phishing URL Detection

An optimized stacking ensemble framework that integrates Decision Tree, Random Forest, Naïve Bayes, XGBoost, and Artificial Neural Network classifiers, with an ANN serving as the meta-learner is proposed, demonstrating that combining heterogeneous classifiers, feature selection, class balancing, and evolutionary optimi...

Chris Chinaka, O. Nwokonkwo, A. John-Otumu et al. · Machine Learning Research · 0 citations