modelselection

Type Members

1. case class CrossValReusable(yes: Boolean) extends Product with Serializable

   

2. class CrossValidation extends AnyRef

   

   A parallel, n-fold cross validation technique.

3. trait DataSplitter extends AnyRef

   

4. class GroupKFoldSplitter extends DataSplitter

   

   K-Folds strategy for splitting data that makes sure groups in each fold are non-overlapping, i.e no group is present in both training and testing splits.

   K-Folds strategy for splitting data that makes sure groups in each fold are non-overlapping, i.e no group is present in both training and testing splits. Folds try to be as balanced as possible, i.e. the number of test examples in each fold is approximately the same.

5. class HyperparameterSearch extends AnyRef

   

   A parallel hyperparameter search using n-fold cross validation.

6. class KFoldSplitter extends DataSplitter

   

   K-Folds strategy for splitting data.