Weighting-Based Strategies for Classification: Analysis and Local Peak Dynamics with CART Trees
stat.ML, cs.LG
Submitted: 2026-10-13
Updated: 2026-10-13
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Why do tree-based models still outperform deep learning on tabular data?
- TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models
- TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
- Infinite random forests for imbalanced classification tasks
- TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
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