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, H2OTargetEncoderMOJOParams, 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. H2OTargetEncoderMOJOParams
  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
    H2OTargetEncoderMOJOParams

  7. final val blendedAvgInflectionPoint: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  8. final val blendedAvgSmoothing: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): 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 convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  13. def convertRelevantColumnsToCategorical(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  14. def copy(extra: ParamMap): H2OTargetEncoder

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    Definition Classes
    H2OTargetEncoder → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  18. 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

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  22. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  24. def explainParams(): String

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    Definition Classes
    Params

  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  27. def finalize(): Unit

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

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

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    Definition Classes
    H2OTargetEncoder → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  32. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  34. def getBlendedAvgEnabled(): Boolean

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    Definition Classes
    H2OTargetEncoderMOJOParams

  35. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  36. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  39. def getFoldCol(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  40. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  41. def getInputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderMOJOParams

  42. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  43. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  44. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  46. def getOutputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  49. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  50. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  51. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  53. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  55. 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

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  58. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  59. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  61. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  62. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  63. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  70. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  76. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  77. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  78. final def notify(): Unit

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    Definition Classes
    AnyRef

  79. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  80. final val outputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    RestCommunication

  83. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  85. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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

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

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

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

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

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

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  101. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  104. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  106. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  108. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  110. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  112. val uid: String

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    Definition Classes
    H2OTargetEncoder → Identifiable

  113. 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

  114. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  117. 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 H2OTargetEncoderMOJOParams

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