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Where Should We Stop? An Investigation on Early Stopping for GP Learning
2012We investigate the impact of early stopping on the speed and accuracy of Genetic Programming (GP) learning from noisy data. Early stopping, using a popular stopping criterion, maintains the generalisation capacity of GP while significantly reducing its training time.
Nguyen Thi Hien +3 more
openaire +2 more sources
Stopping Trials Early: Responsibility and Risks
Neonatology, 2021William McGuire, Henry L. Halliday
openaire +2 more sources
Early stopping by correlating online indicators in neural networks
Neural Networks, 2023VĂctor M Darriba Bilbao +1 more
exaly
Automatic early stopping using cross validation: quantifying the criteria
Neural Networks, 1998Lutz Prechelt
exaly

