Class

ai.h2o.sparkling.ml.models

H2OTargetEncoderModel

Related Doc: package models

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class H2OTargetEncoderModel extends Model[H2OTargetEncoderModel] with H2OTargetEncoderBase with MLWritable with H2OTargetEncoderModelUtils

Linear Supertypes
H2OTargetEncoderModelUtils, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderParams, Model[H2OTargetEncoderModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OTargetEncoderModel
  2. H2OTargetEncoderModelUtils
  3. MLWritable
  4. H2OTargetEncoderBase
  5. H2OTargetEncoderParams
  6. Model
  7. Transformer
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
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Instance Constructors

  1. new H2OTargetEncoderModel(uid: String, targetEncoderModel: TargetEncoderModel)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final val blendedAvgEnabled: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  7. final val blendedAvgInflectionPoint: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  8. final val blendedAvgSmoothing: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  9. final def clear(param: Param[_]): H2OTargetEncoderModel.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  11. def convertRelevantColumnsToCategorical(frame: Frame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  12. def copy(extra: ParamMap): H2OTargetEncoderModel

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    Definition Classes
    H2OTargetEncoderModel → Model → Transformer → PipelineStage → Params

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  21. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  22. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  24. def getBlendedAvgEnabled(): Boolean

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    Definition Classes
    H2OTargetEncoderParams

  25. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderParams

  26. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    AnyRef → Any

  28. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  29. def getFoldCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  30. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderParams

  31. def getInputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

  32. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  33. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderParams

  34. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderParams

  35. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  36. def getOutputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

  37. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  38. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  39. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  40. def hasParent: Boolean

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    Definition Classes
    Model

  41. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  42. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  45. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  46. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  47. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  48. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  49. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  50. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  51. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  52. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging

  55. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  57. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  58. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  59. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  60. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  61. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  62. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  63. lazy val mojoModel: H2OTargetEncoderMOJOModel

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

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    Definition Classes
    AnyRef

  65. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  66. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  67. final def notify(): Unit

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    Definition Classes
    AnyRef

  68. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  69. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  70. var parent: Estimator[H2OTargetEncoderModel]

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    Definition Classes
    Model

  71. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  72. final def set(paramPair: ParamPair[_]): H2OTargetEncoderModel.this.type

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    Attributes
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    Params

  73. final def set(param: String, value: Any): H2OTargetEncoderModel.this.type

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    Attributes
    protected
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    Params

  74. final def set[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type

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    Definition Classes
    Params

  75. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoderModel.this.type

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    Attributes
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    Params

  76. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type

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    Attributes
    protected
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    Params

  77. def setParent(parent: Estimator[H2OTargetEncoderModel]): H2OTargetEncoderModel

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  79. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  80. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OTargetEncoderModel → Transformer

  81. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  82. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  83. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

  84. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  85. def transformTrainingDataset(dataset: Dataset[_]): DataFrame

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  86. val uid: String

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    Definition Classes
    H2OTargetEncoderModel → Identifiable

  87. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  90. def write: MLWriter

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    Definition Classes
    H2OTargetEncoderModel → MLWritable

Inherited from H2OTargetEncoderModelUtils

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderParams

Inherited from Model[H2OTargetEncoderModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped