Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization.
Paulito P. PalmesAkihiro KishimotoRadu MarinescuParikshit RamElizabeth DalyPublished in: CoRR (2021)
Keyphrases
- machine learning
- optimization algorithm
- artificial intelligence
- data mining
- optimization approaches
- predictive modeling
- optimization process
- information extraction
- data analysis
- real time
- learning algorithm
- natural language
- supervised machine learning
- information retrieval
- feature selection
- optimization problems
- machine learning and data mining
- computer vision
- machine learning algorithms
- global optimization
- inductive learning
- constrained optimization
- statistical methods
- modeling framework
- optimization model
- explanation based learning
- decision trees
- optimization method
- semi supervised learning
- multi objective
- knowledge base
- learning environment