Evaluating High-Variance Leaves as Uncertainty Measure for Random Forest Regression
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DOI: 10.3390/molecules26216514
Abstract: Uncertainty measures estimate the reliability of a predictive model. Especially in the field of molecular property prediction as part of drug design, model reliability is crucial. Besides other techniques, Random Forests have a long tradition… read more here.
Keywords: high variance; uncertainty; uncertainty measure; variance leaves ... See more keywords