593 citations · 992 across the 23 of their papers we have counts for
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stat.ME2023★ 3 cited
Stratification of uncertainties recalibrated by isotonic regression and its impact on calibration error statistics
Pascal Pernot
Abstract Post hoc recalibration of prediction uncertainties of machine learning regression problems by isotonic regression might present a problem for bin-based calibration error s…
stat.ME2020★ 23 cited
Probabilistic performance estimators for computational chemistry methods: Systematic Improvement Probability and Ranking Probability Matrix. I. Theory
Pascal Pernot, Andreas Savin
The comparison of benchmark error sets is an essential tool for the evaluation of theories in computational chemistry. The standard ranking of methods by their Mean Unsigned Error…