Class

com.databricks.labs.automl.executor.config

FeatureEngineeringConfig

Related Doc: package config

Permalink

case class FeatureEngineeringConfig(dataPrepParallelism: Int, numericFillStat: String, characterFillStat: String, modelSelectionDistinctThreshold: Int, outlierFilterBounds: String, outlierLowerFilterNTile: Double, outlierUpperFilterNTile: Double, outlierFilterPrecision: Double, outlierContinuousDataThreshold: Int, outlierFieldsToIgnore: Array[String], pearsonFilterStatistic: String, pearsonFilterDirection: String, pearsonFilterManualValue: Double, pearsonFilterMode: String, pearsonAutoFilterNTile: Double, covarianceCorrelationCutoffLow: Double, covarianceCorrelationCutoffHigh: Double, scalingType: String, scalingMin: Double, scalingMax: Double, scalingStandardMeanFlag: Boolean, scalingStdDevFlag: Boolean, scalingPNorm: Double, featureImportanceCutoffType: String, featureImportanceCutoffValue: Double, dataReductionFactor: Double, cardinalitySwitch: Boolean, cardinalityType: String, cardinalityLimit: Int, cardinalityPrecision: Double, cardinalityCheckMode: String, filterPrecision: Double, categoricalNAFillMap: Map[String, String], numericNAFillMap: Map[String, AnyVal], characterNABlanketFillValue: String, numericNABlanketFillValue: Double, naFillMode: String, featureInteractionRetentionMode: String, featureInteractionContinuousDiscretizerBucketCount: Int, featureInteractionParallelism: Int, featureInteractionTargetInteractionPercentage: Double) extends Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. FeatureEngineeringConfig
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new FeatureEngineeringConfig(dataPrepParallelism: Int, numericFillStat: String, characterFillStat: String, modelSelectionDistinctThreshold: Int, outlierFilterBounds: String, outlierLowerFilterNTile: Double, outlierUpperFilterNTile: Double, outlierFilterPrecision: Double, outlierContinuousDataThreshold: Int, outlierFieldsToIgnore: Array[String], pearsonFilterStatistic: String, pearsonFilterDirection: String, pearsonFilterManualValue: Double, pearsonFilterMode: String, pearsonAutoFilterNTile: Double, covarianceCorrelationCutoffLow: Double, covarianceCorrelationCutoffHigh: Double, scalingType: String, scalingMin: Double, scalingMax: Double, scalingStandardMeanFlag: Boolean, scalingStdDevFlag: Boolean, scalingPNorm: Double, featureImportanceCutoffType: String, featureImportanceCutoffValue: Double, dataReductionFactor: Double, cardinalitySwitch: Boolean, cardinalityType: String, cardinalityLimit: Int, cardinalityPrecision: Double, cardinalityCheckMode: String, filterPrecision: Double, categoricalNAFillMap: Map[String, String], numericNAFillMap: Map[String, AnyVal], characterNABlanketFillValue: String, numericNABlanketFillValue: Double, naFillMode: String, featureInteractionRetentionMode: String, featureInteractionContinuousDiscretizerBucketCount: Int, featureInteractionParallelism: Int, featureInteractionTargetInteractionPercentage: Double)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  5. var cardinalityCheckMode: String

    Permalink
  6. var cardinalityLimit: Int

    Permalink
  7. var cardinalityPrecision: Double

    Permalink
  8. var cardinalitySwitch: Boolean

    Permalink
  9. var cardinalityType: String

    Permalink
  10. var categoricalNAFillMap: Map[String, String]

    Permalink
  11. var characterFillStat: String

    Permalink
  12. var characterNABlanketFillValue: String

    Permalink
  13. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. var covarianceCorrelationCutoffHigh: Double

    Permalink
  15. var covarianceCorrelationCutoffLow: Double

    Permalink
  16. var dataPrepParallelism: Int

    Permalink
  17. var dataReductionFactor: Double

    Permalink
  18. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  19. var featureImportanceCutoffType: String

    Permalink
  20. var featureImportanceCutoffValue: Double

    Permalink
  21. var featureInteractionContinuousDiscretizerBucketCount: Int

    Permalink
  22. var featureInteractionParallelism: Int

    Permalink
  23. var featureInteractionRetentionMode: String

    Permalink
  24. var featureInteractionTargetInteractionPercentage: Double

    Permalink
  25. var filterPrecision: Double

    Permalink
  26. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  28. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  29. var modelSelectionDistinctThreshold: Int

    Permalink
  30. var naFillMode: String

    Permalink
  31. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  32. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  33. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  34. var numericFillStat: String

    Permalink
  35. var numericNABlanketFillValue: Double

    Permalink
  36. var numericNAFillMap: Map[String, AnyVal]

    Permalink
  37. var outlierContinuousDataThreshold: Int

    Permalink
  38. var outlierFieldsToIgnore: Array[String]

    Permalink
  39. var outlierFilterBounds: String

    Permalink
  40. var outlierFilterPrecision: Double

    Permalink
  41. var outlierLowerFilterNTile: Double

    Permalink
  42. var outlierUpperFilterNTile: Double

    Permalink
  43. var pearsonAutoFilterNTile: Double

    Permalink
  44. var pearsonFilterDirection: String

    Permalink
  45. var pearsonFilterManualValue: Double

    Permalink
  46. var pearsonFilterMode: String

    Permalink
  47. var pearsonFilterStatistic: String

    Permalink
  48. var scalingMax: Double

    Permalink
  49. var scalingMin: Double

    Permalink
  50. var scalingPNorm: Double

    Permalink
  51. var scalingStandardMeanFlag: Boolean

    Permalink
  52. var scalingStdDevFlag: Boolean

    Permalink
  53. var scalingType: String

    Permalink
  54. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  55. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  56. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  57. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped