Multi-Objective Automatic Machine Learning with AutoxgboostMC.
Florian PfistererStefan CoorsJanek ThomasBernd BischlPublished in: CoRR (2019)
Keyphrases
- multi objective
- machine learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- genetic algorithm
- knowledge discovery
- conflicting objectives
- evolutionary optimization
- natural language processing
- machine learning methods
- data analysis
- multiple objectives
- learning systems
- fully automatic
- learning algorithm
- computer science
- multiobjective optimization
- explanation based learning
- machine learning approaches
- multi criteria
- nsga ii
- particle swarm optimization
- information extraction
- inductive learning
- semi automatic
- artificial intelligence
- computational biology
- feature selection
- decision trees
- case study
- reinforcement learning
- multiagent evolutionary algorithm