On PAC-Bayesian bounds for random forests.

Stephan Sloth Lorenzen Christian Igel Yevgeny Seldin

Published in: Mach. Learn. (2019)

Keyphrases

pac bayesian
random forests
distribution free
random forest
logistic regression
decision trees
ensemble methods
machine learning algorithms
data dependent
generalization bounds
error bounds
rademacher complexity
decision tree ensembles
normal distribution
learning theory
image classification
image processing