On the Existence of Linear Weak Learners and Applications to Boosting.

Shie Mannor Ron Meir

Published in: Mach. Learn. (2002)

Keyphrases

weak learners
ensemble learning
boosting algorithms
linear classifiers
multi class classification
generalization error
weak classifiers
adaboost algorithm
binary classification problems
loss function
generalization ability
data sets
upper bound
multi class