Comparative regression performances of machine learning methods optimising hyperparameters: application to health expenditures.
Songul CinarogluOnur BaserPublished in: Int. J. Bioinform. Res. Appl. (2020)
Keyphrases
- machine learning methods
- hyperparameters
- machine learning
- machine learning approaches
- model selection
- bayesian methods
- regression function
- gaussian process regression
- machine learning algorithms
- cross validation
- ensemble methods
- gaussian processes
- covariance function
- lower bound
- support vector
- clustering algorithm
- maximum a posteriori
- bayesian inference
- random sampling
- closed form
- gaussian process
- regression model
- learning algorithm
- real world