A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning.

Published in: COLT/EuroCOLT (2001)

Keyphrases

kernel methods
learning problems
kernel learning
learning tasks
learning algorithm
reinforcement learning
leave one out cross validation
learning process
lower bound
support vector machine
supervised learning
kernel function
feature selection
multi task
kernel matrix
kernel machines