Lea L. Mairhöfer

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...