Blocked Cross-Validation: A Precise and Efficient Method for Hyperparameter Tuning.
Giovanni Maria MerolaPublished in: CoRR (2023)
Keyphrases
- cross validation
- model selection
- hyperparameters
- cross validated
- support vector
- prior knowledge
- regularization parameter
- error estimates
- nearest neighbor classifiers
- regression problems
- ls svm
- variable selection
- support vector machine
- prediction model
- prior information
- basis functions
- support vector machine svm
- binary classifiers
- feature vectors
- data mining