Evolutionary Dataset Optimisation: learning algorithm quality through evolution.
Henry WildeVincent A. KnightJonathan W. GillardPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- genetic algorithm
- high quality
- evolutionary process
- machine learning
- quality measures
- generalization ability
- learning process
- natural selection
- back propagation
- grammatical evolution
- evolution process
- low quality
- benchmark datasets
- training examples
- supervised learning
- learning problems
- data mining
- higher quality
- learning scheme
- membership queries
- image quality
- multi objective
- training data
- multi objective evolutionary