DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning.
Fei QiZhaohui XiaGaoyang TangHang YangYu SongGuangrui QianXiong AnChunhuan LinGuangming ShiPublished in: CoRR (2019)
Keyphrases
- evolutionary algorithm
- machine learning
- multi objective
- evolutionary computation
- optimization problems
- genetic programming
- differential evolution
- machine learning methods
- semi automated
- decision trees
- fitness function
- machine learning algorithms
- function optimization
- evolutionary strategy
- knowledge acquisition
- semi supervised
- text classification
- hybrid evolutionary algorithm
- learning algorithm
- reinforcement learning
- graph model
- pattern recognition
- computer aided
- learning systems
- data mining
- computational intelligence
- simulated annealing
- support vector machine
- learning classifier systems
- explanation based learning
- computer vision
- knowledge discovery
- natural language
- transfer learning
- inductive learning
- fully automated
- genetic operators
- automated analysis
- evolutionary process