Yongqiao Wang

Multivariate Probability Calibration with Isotonic Bernstein Polynomials

Multivariate probability calibration is the problem of predicting class membership probabilities from classification scores of multiple classifiers. To achieve better performance, the calibrating function is often required to be coordinate-wise non-decreasing; that is, for every classifier, the high…