Beyond Point Prediction: Artificial Representative Trees with Uncertainty
Artificial representative trees with leaf-wise Mondrian conformal predictive systems provides a single, interpretable, and stable model for continuous predictions and calibrated probabilities, balancing predictive performance with reproducibility and transparency in settings where stability and interpretability are ess...
Lea L. Mairhöfer, Silke Szymczak, Björn-Hergen Laabs et al.
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