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Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression.
Hengzhe Zhang
Qi Chen
Bing Xue
Wolfgang Banzhaf
Mengjie Zhang
Published in:
GECCO (2024)
Keyphrases
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genetic programming
feature construction
evolutionary computation
regression problems
fitness function
genetic algorithm
evolutionary algorithm
bias variance decomposition
data representation
trade off
decision trees
concept learning
feature selection
knowledge acquisition