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: CoRR (2023)
Keyphrases
- faster convergence
- machine learning
- step size
- convergence speed
- global optimum
- pso algorithm
- pattern recognition
- machine learning methods
- machine learning algorithms
- data mining
- computational biology
- learning algorithm
- natural language processing
- particle swarm optimization
- automated analysis
- global optimization
- image processing
- feature selection
- text classification
- support vector machine
- knowledge discovery
- active learning
- reinforcement learning
- semi automated
- explanation based learning
- model selection
- convergence rate
- knowledge acquisition
- cost function
- artificial intelligence