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cs.LG2020★ 11 cited
Better Classifier Calibration for Small Data Sets
Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki +1
Classifier calibration does not always go hand in hand with the classifier's ability to separate the classes. There are applications where good classifier calibration, i.e. the abi…
cs.LG2020
Better Multi-class Probability Estimates for Small Data Sets
Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki +1
Many classification applications require accurate probability estimates in addition to good class separation but often classifiers are designed focusing only on the latter. Calibra…