One Shot Learning with class partitioning and cross validation voting (CP-CVV).
Jaime Duque DomingoRoberto Medina AparicioLuis Miguel González RodrigoPublished in: Pattern Recognit. (2023)
Keyphrases
- cross validation
- model selection
- support vector
- hyperparameters
- variable selection
- generalization error
- regularization parameter
- regression problems
- constraint programming
- error estimates
- cross validated
- ls svm
- nearest neighbor classifiers
- training set
- unseen data
- information criterion
- class labels
- upper bound
- multi class classification
- decision trees
- machine learning
- data sets