Using the doubling dimension to analyze the generalization of learning algorithms.

Nader H. Bshouty Yi Li Philip M. Long

Published in: J. Comput. Syst. Sci. (2009)

Keyphrases

learning algorithm
learning machines
machine learning
learning scheme
machine learning algorithms
training data
active learning
learning tasks
learning rate
back propagation
inductive bias
efficient learning
generalization ability
learning problems
database
supervised learning
data mining
real time