Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation.

Giorgio Fumera Fabio Roli Alessandra Serrau

Published in: Multiple Classifier Systems (2005)

Keyphrases

variance reduction
monte carlo
gradient estimation
sample size
importance sampling
bias variance decomposition
quasi monte carlo
dynamical systems
markov chain
confidence intervals
learning algorithm
feature selection
support vector
random variables