Nature

Comparative analysis of algorithmic approaches in ensemble learning: bagging vs. boosting

Ensemble learning is widely applied in various real-world settings, with Bagging and Boosting being two core algorithms. Although these techniques have been extensively investigated through ...
Nature

Prediction of functional outcomes of schizophrenia with genetic biomarkers using a bagging ensemble machine learning method with feature selection

The participants encompassed 302 schizophrenia patients in the Taiwanese population. Study measures in regard to demographic characteristics and the QLS and GAF of schizophrenia were detailed before ...