Author

Aruna Tiwari

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Jul 2026

A Leakage-Free Stacked Ensemble Method for Multiclass Classification

LFS-FRAME is proposed, a Leakage-Free Stacked ensemble framework that integrates functional learning using Kolmogorov-Arnold Networks (KAN) and rule-based learning via XGBoost and rule-based learning via XGBoost for robust multiclass classification.

S. P. Sharmila, Aruna Tiwari · arXiv.org · 0 citations