RSS
- You are here:
- Research Repository UCD
- >
- College of Science
- >
- Browsing College of Science by Subject
JavaScript is disabled for your browser. Some features of this site may not work without it.
Browsing College of Science by Subject "Generalisation"
Now showing items 1-3 of 3
-
Improving the generalisation ability of genetic programming with semantic similarity based crossover (Springer, 2010)This paper examines the impact of semantic control on the ability of Genetic Programming (GP) to generalise via a semantic based crossover operator (Semantic Similarity based Crossover - SSC). The use of validation sets ...
-
Maximum margin decision surfaces for increased generalisation in evolutionary decision tree learning (Springer, 2011-04-27)Decision tree learning is one of the most widely used and practical methods for inductive inference. We present a novel method that increases the generalisation of genetically-induced classification trees, which employ ...
-
(Springer, 2011-04-27)This paper investigates the effects of early stopping as a method to counteract overfitting in evolutionary data modelling using Genetic Programming. Early stopping has been proposed as a method to avoid model overtraining, ...
Now showing items 1-3 of 3