Multiresponse surface methodology for hyperparameter tuning to optimize multiple performance measures of statistical and machine learning algorithms.
Chang-yun LinPublished in: Qual. Reliab. Eng. Int. (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- statistical machine learning
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- predictive accuracy
- learning tasks
- random forests
- machine learning models
- learning models
- transfer learning
- machine learning systems
- learning problems
- supervised learning
- machine learning approaches
- learning systems
- classification accuracy
- gaussian process
- semi supervised learning
- model selection
- input features
- multiclass classification
- supervised learning algorithms
- general purpose
- semi supervised
- neural network