TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning.
Pedro Henrique RibeiroAnil Kumar SainiJay MoranNicholas MatsumotoHyunjun ChoiMiguel E. HernandezJason H. MoorePublished in: GPTP (2023)
Keyphrases
- machine learning
- optimization process
- optimization problems
- semi supervised
- artificial intelligence
- programming tool
- efficient implementation
- combinatorial optimization
- optimization algorithm
- knowledge representation
- feature selection
- supervised learning
- machine learning methods
- global optimization
- inductive learning
- computer vision
- knowledge discovery
- optimization approaches
- semi automated
- explanation based learning
- graph model
- constrained optimization
- fully automated
- optimization methods
- case study
- image segmentation
- optimization method
- data structure
- semi supervised learning
- knowledge acquisition
- computer science
- natural language processing
- information extraction