Consistency and Finite Sample Behavior of Binary Class Probability Estimation.

Alexander Mey Marco Loog

Published in: CoRR (2019)

Keyphrases

finite sample
class probability estimation
sample size
statistical learning theory
uniform convergence
binary classifiers
nearest neighbor
error bounds
cross validation
generalization error
decision trees
data sets
k nearest neighbor