transform

Type Members

1. trait Binner extends AnyRef

2. case class Bins(nbins: Int, minPoints: Int = 0, minPercents: Double = 0.0) extends Transform with Product with Serializable

   Break the values in the column into bins with roughly the same number of points.

3. class BinsTransformer extends Transformer with Binner

4. abstract class CategoricalTransformer extends Transformer

5. implicit final class DataFrameOps extends AnyVal

6. sealed trait FeatureTransformationError extends AnyRef

7. class IdentityTransformer extends Transformer

8. case class Index(support: Double, allOther: Boolean) extends Transform with Product with Serializable

   For distinct values of the column, find the values with at least the minimum support in the data set.

9. class IndexTransformer extends CategoricalTransformer

10. case class Top(cover: Double, allOther: Boolean) extends Transform with Product with Serializable

    For distinct values of the column, find top values by a quantity that cumulatively cover a given percentage of this quantity.

11. class TopTransformer extends CategoricalTransformer

12. sealed trait Transform extends AnyRef

13. abstract class Transformer extends AnyRef

14. trait Transformers extends AnyRef

15. case class TypedModelFeature(feature: ModelFeature, extractType: DataType) extends Product with Serializable