Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning.
Nicholas MatsumotoAnil Kumar SainiPedro Henrique RibeiroHyunjun ChoiAlena OrlenkoLeo-Pekka LyytikäinenJari O. LaurikkaTerho LehtimäkiSandra BatistaJason H. MoorePublished in: EuroGP (2023)
Keyphrases
- faster convergence
- machine learning
- step size
- global optimum
- convergence speed
- semi automated
- computer vision
- knowledge acquisition
- active learning
- text classification
- model selection
- support vector machine
- global optimization
- pattern recognition
- pso algorithm
- fully automated
- machine learning algorithms
- inductive learning
- text mining
- neural network
- supervised learning
- information extraction
- knowledge representation
- computer science
- decision trees
- data mining
- computational intelligence
- learning algorithm
- explanation based learning
- machine learning approaches
- computational biology
- feature selection
- multiscale
- reinforcement learning
- objective function
- inductive logic programming
- search algorithm