Class/Object

ai.h2o.sparkling.ml.features

H2OTargetEncoder

Related Docs: object H2OTargetEncoder | package features

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class H2OTargetEncoder extends Estimator[H2OTargetEncoderModel] with H2OTargetEncoderBase with DefaultParamsWritable with H2OTargetEncoderModelUtils

Linear Supertypes
H2OTargetEncoderModelUtils, DefaultParamsWritable, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderParams, Estimator[H2OTargetEncoderModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OTargetEncoder
  2. H2OTargetEncoderModelUtils
  3. DefaultParamsWritable
  4. MLWritable
  5. H2OTargetEncoderBase
  6. H2OTargetEncoderParams
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTargetEncoder()

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  2. new H2OTargetEncoder(uid: String)

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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[_]): H2OTargetEncoder.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): H2OTargetEncoder

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    Definition Classes
    H2OTargetEncoder → Estimator → 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. def fit(dataset: Dataset[_]): H2OTargetEncoderModel

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    Definition Classes
    H2OTargetEncoder → Estimator

  23. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OTargetEncoderModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  24. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OTargetEncoderModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  25. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OTargetEncoderModel

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

  26. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  28. def getBlendedAvgEnabled(): Boolean

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    Definition Classes
    H2OTargetEncoderParams

  29. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderParams

  30. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  33. def getFoldCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  34. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderParams

  35. def getInputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

  36. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  37. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderParams

  38. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  40. def getOutputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  43. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  44. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  45. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  48. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  52. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  53. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  54. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  61. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  67. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  68. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  69. final def notify(): Unit

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    Definition Classes
    AnyRef

  70. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  71. final val outputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  73. def save(path: String): Unit

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

  74. final def set(paramPair: ParamPair[_]): H2OTargetEncoder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  75. final def set(param: String, value: Any): H2OTargetEncoder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  76. final def set[T](param: Param[T], value: T): H2OTargetEncoder.this.type

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    Definition Classes
    Params

  77. def setBlendedAvgEnabled(value: Boolean): H2OTargetEncoder.this.type

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  78. def setBlendedAvgInflectionPoint(value: Double): H2OTargetEncoder.this.type

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  79. def setBlendedAvgSmoothing(value: Double): H2OTargetEncoder.this.type

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  80. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  81. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  82. def setFoldCol(value: String): H2OTargetEncoder.this.type

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  83. def setHoldoutStrategy(value: String): H2OTargetEncoder.this.type

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  84. def setInputCols(values: Array[String]): H2OTargetEncoder.this.type

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  85. def setLabelCol(value: String): H2OTargetEncoder.this.type

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  86. def setNoise(value: Double): H2OTargetEncoder.this.type

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  87. def setNoiseSeed(value: Long): H2OTargetEncoder.this.type

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  88. def setOutputCols(values: Array[String]): H2OTargetEncoder.this.type

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

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    Definition Classes
    AnyRef

  90. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  91. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  93. val uid: String

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    Definition Classes
    H2OTargetEncoder → Identifiable

  94. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  97. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OTargetEncoderModelUtils

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderParams

Inherited from Estimator[H2OTargetEncoderModel]

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