Sam Babichenko

Cost-sensitive classification and calibration

Decision thresholds from costs and base rates, and calibrated scores.

The Foundations of Cost-Sensitive LearningElkan, 2001; Saerens et al., 20028 questions Local case-control samplingFithian and Hastie, 20147 questions Temperature scaling and calibrationGuo et al., 2017; Niculescu-Mizil and Caruana, 20058 questions Logit adjustmentMenon et al., 20217 questions