OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms.
Leila ZahediFarid Ghareh MohammadiM. Hadi AminiPublished in: ICMLA (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- learning algorithm
- decision trees
- predictive accuracy
- learning problems
- machine learning methods
- learning tasks
- machine learning approaches
- transfer learning
- random forests
- machine learning models
- meta learning
- optimal solution
- machine learning systems
- gaussian processes
- model selection
- text classification
- learning process
- learning models
- input features
- supervised learning algorithms