The Upper and Lower Bounds of the Prediction Accuracies of Ensemble Methods for Binary Classification.

Xueyi Wang Nicholas J. Davidson

Published in: ICMLA (2010)

Keyphrases

binary classification
upper and lower bounds
ensemble methods
prediction accuracy
upper bound
lower bound
lower and upper bounds
base classifiers
sample complexity
machine learning methods
machine learning
decision trees
benchmark datasets
base learners
multi class
small number