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p

io.picnicml.doddlemodel

modelselection

package modelselection

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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.

  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.

  7. case class TrainTestSplit(xTr: Features, yTr: Target, xTe: Features, yTe: Target) extends Product with Serializable

Value Members

  1. object CrossValidation
  2. object GroupKFoldSplitter
  3. object HyperparameterSearch
  4. object KFoldSplitter

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