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 with RestCommunication with EstimatorCommonUtils

Linear Supertypes
EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OTargetEncoderModelUtils, DefaultParamsWritable, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderParams, Estimator[H2OTargetEncoderModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OTargetEncoder
  2. EstimatorCommonUtils
  3. RestCommunication
  4. RestEncodingUtils
  5. Logging
  6. H2OTargetEncoderModelUtils
  7. DefaultParamsWritable
  8. MLWritable
  9. H2OTargetEncoderBase
  10. H2OTargetEncoderParams
  11. Estimator
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. 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. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OTargetEncoder.this.type

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. def convertRelevantColumnsToCategorical(frameKey: String): Unit

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  13. def copy(extra: ParamMap): H2OTargetEncoder

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    Definition Classes
    H2OTargetEncoder → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  16. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  17. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  18. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  22. def explainParams(): String

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    Definition Classes
    Params

  23. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def finalize(): Unit

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

  26. def fit(dataset: Dataset[_]): H2OTargetEncoderModel

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    Definition Classes
    H2OTargetEncoder → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  30. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  32. def getBlendedAvgEnabled(): Boolean

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    Definition Classes
    H2OTargetEncoderParams

  33. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderParams

  34. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  37. def getFoldCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  38. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderParams

  39. def getInputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

  40. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderParams

  41. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderParams

  42. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  44. def getOutputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  47. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  48. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  49. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  52. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  53. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  54. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  56. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  57. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  59. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  60. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  61. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  68. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  74. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  75. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  76. final def notify(): Unit

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    Definition Classes
    AnyRef

  77. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  78. final val outputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  80. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  81. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  82. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  83. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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

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

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

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

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

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

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  99. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  100. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  101. def stringifyMap(map: Map[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  102. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  103. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  105. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  106. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  107. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  109. val uid: String

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    Definition Classes
    H2OTargetEncoder → Identifiable

  110. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  111. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  114. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

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