Consistency and Finite Sample Behavior of Binary Class Probability Estimation.

Alexander Mey Marco Loog

Published in: AAAI (2021)

Keyphrases

finite sample
sample size
class probability estimation
statistical learning theory
uniform convergence
error bounds
nearest neighbor
binary classifiers
multi class
active learning
cross validation
generalization error