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A Leakage-Free Stacked Ensemble Method for Multiclass Classification

arXiv cs.LG ↗ · 2026-07-27 Cached

This paper proposes LFS-FRAME, a leakage-free stacked ensemble framework integrating Kolmogorov-Arnold Networks and XGBoost for robust multiclass classification, achieving 89.85% accuracy on major families and 81.74% on sub-families.

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