Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition.

Alexandros Agapitos Anthony Brabazon Michael O'Neill

Published in: PPSN (1) (2012)

Keyphrases

bias variance
trade off
bias variance decomposition
low variance
high level
symbolic representation
decision trees
cross validation
generalization error
gaussian process
feature extraction
support vector machine
markov chain