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1 paper

stat.ML2026

Beyond Point Prediction: Artificial Representative Trees with Uncertainty

Lea L. Mairhöfer, Silke Szymczak, Björn-Hergen Laabs +1

Random forests (RFs) predict well but are opaque, whereas single decision trees are interpretable but unstable. Artificial representative trees (ARTs) were developed as interpretab…