EXPLAINABLE EEG-BASED SCHIZOPHRENIA DETECTION USING ANOVA FEATURE SELECTION AND OPTIMIZED EXTRA TREES WITH STRATIFIED CROSS-VALIDATION
The results show that integrating ANOVA-based feature-selection with an optimized Extra Trees classifier, significantly improves classification performance while providing clinically interpretable predictions.