Interface UnivariateFeatureSelectorParams

All Superinterfaces:
HasFeaturesCol, HasLabelCol, HasOutputCol, Identifiable, Params, Serializable
All Known Implementing Classes:
UnivariateFeatureSelector, UnivariateFeatureSelectorModel

public interface UnivariateFeatureSelectorParams extends Params, HasFeaturesCol, HasLabelCol, HasOutputCol
  • Method Details

    • featureType

      Param<String> featureType()
      The feature type. Supported options: "categorical", "continuous"
      Returns:
      (undocumented)
    • getFeatureType

      String getFeatureType()
    • getLabelType

      String getLabelType()
    • getSelectionMode

      String getSelectionMode()
    • getSelectionThreshold

      double getSelectionThreshold()
    • labelType

      Param<String> labelType()
      The label type. Supported options: "categorical", "continuous"
      Returns:
      (undocumented)
    • selectionMode

      Param<String> selectionMode()
      The selection mode. Supported options: "numTopFeatures" (default), "percentile", "fpr", "fdr", "fwe"
      Returns:
      (undocumented)
    • selectionThreshold

      DoubleParam selectionThreshold()
      The upper bound of the features that selector will select.
      Returns:
      (undocumented)