Scaler

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

4. def _allowableCardinalilties: List[String]

   

   Definition Classes

   DataValidation

5. def _allowableCategoricalFilterModes: List[String]

   

   Definition Classes

   DataValidation

6. def _allowableDateTimeConversions: List[String]

   

   Definition Classes

   DataValidation

7. final val _allowedFilterDirections: Array[String]

   

   Definition Classes

   SanitizerDefaults

8. final val _allowedFilterModes: Array[String]

   

   Definition Classes

   SanitizerDefaults

9. final val _allowedStats: Array[String]

   

   Pearson Defaults

   Pearson Defaults

   Definition Classes

   SanitizerDefaults

10. final val allowableScalers: Array[String]

    

    Scaler Defaults

    Scaler Defaults

    Definition Classes

    SanitizerDefaults

11. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

12. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

13. def convertDateAndTime(df: DataFrame, dateFields: List[String], timeFields: List[String], mode: String): (DataFrame, List[String])

    

    Definition Classes

    DataValidation

14. def defaultFeaturesCol: String

    

    Definition Classes

    SanitizerDefaults

15. def defaultLabelCol: String

    

    Global Defaults

    Global Defaults

    Definition Classes

    SanitizerDefaults

16. def defaultPNorm: Double

    

    Definition Classes

    SanitizerDefaults

17. def defaultPearsonAutoFilterNTile: Double

    

    Definition Classes

    SanitizerDefaults

18. def defaultPearsonFilterDirection: String

    

    Definition Classes

    SanitizerDefaults

19. def defaultPearsonFilterManualValue: Double

    

    Definition Classes

    SanitizerDefaults

20. def defaultPearsonFilterMode: String

    

    Definition Classes

    SanitizerDefaults

21. def defaultPearsonFilterStatistic: String

    

    Definition Classes

    SanitizerDefaults

22. def defaultRenamedFeaturesCol: String

    

    Definition Classes

    SanitizerDefaults

23. def defaultScalerMax: Double

    

    Definition Classes

    SanitizerDefaults

24. def defaultScalerMin: Double

    

    Definition Classes

    SanitizerDefaults

25. def defaultScalerType: String

    

    Definition Classes

    SanitizerDefaults

26. def defaultStandardScalerMeanFlag: Boolean

    

    Definition Classes

    SanitizerDefaults

27. def defaultStandardScalerStdDevFlag: Boolean

    

    Definition Classes

    SanitizerDefaults

28. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

29. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

30. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

31. def generateAssembly(numericColumns: List[String], characterColumns: List[String], featureCol: String): (Array[StringIndexer], Array[String], VectorAssembler)

    

    Definition Classes

    DataValidation

32. def getAllowableScalers: Array[String]

    

33. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

34. def getFeaturesCol: String

    

35. def getPNorm: Double

    

36. def getScalerMax: Double

    

37. def getScalerMin: Double

    

38. def getScalerType: String

    

39. def getStandardScalerMeanFlag: Boolean

    

40. def getStandardScalerStdDevFlag: Boolean

    

41. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

42. def indexStrings(categoricalFields: List[String]): (Array[StringIndexer], Array[String])

    

    Definition Classes

    DataValidation

43. def invalidateSelection(value: String, allowances: Seq[String]): String

    

    Definition Classes

    DataValidation

44. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

45. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

46. final def notify(): Unit

    

    Definition Classes

    AnyRef

47. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

48. def oneHotEncodeStrings(stringIndexedFields: List[String]): (OneHotEncoderEstimator, Array[String])

    

    Definition Classes

    DataValidation

49. def scaleFeatures(): DataFrame

    

50. def scaleFeaturesForPipeline(): PipelineStage

    

51. def setFeaturesCol(value: String): Scaler.this.type

    

52. def setPNorm(value: Double): Scaler.this.type

    

53. def setScalerMax(value: Double): Scaler.this.type

    

54. def setScalerMin(value: Double): Scaler.this.type

    

55. def setScalerType(value: String): Scaler.this.type

    

56. def setStandardScalerMeanMode(value: Boolean): Scaler.this.type

    

57. def setStandardScalerStdDevMode(value: Boolean): Scaler.this.type

    

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

    

    Definition Classes

    AnyRef

59. def toString(): String

    

    Definition Classes

    AnyRef → Any

60. def validateCardinality(df: DataFrame, stringFields: List[String], cardinalityLimit: Int = 500, parallelism: Int = 20): ValidatedCategoricalFields

    

    Definition Classes

    DataValidation

61. def validateFieldPresence(df: DataFrame, column: String): Unit

    

    Definition Classes

    DataValidation

62. def validateInputDataframe(df: DataFrame): Unit

    

    Definition Classes

    DataValidation

63. def validateLabelAndFeatures(df: DataFrame, labelCol: String, featureCol: String): Unit

    

    Definition Classes

    DataValidation

64. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

65. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

66. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )