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 RestCommunication with EstimatorCommonUtils

Linear Supertypes
EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, 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. DefaultParamsWritable
  7. MLWritable
  8. H2OTargetEncoderBase
  9. H2OTargetEncoderMOJOParams
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. 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 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(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  17. 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

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  23. def explainParams(): String

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    Definition Classes
    Params

  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  26. def finalize(): Unit

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

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

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    Definition Classes
    H2OTargetEncoder → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  31. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  33. def getBlendedAvgEnabled(): Boolean

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    Definition Classes
    H2OTargetEncoderMOJOParams

  34. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  35. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  38. def getFoldCol(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  39. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  40. def getInputCols(): Array[Array[String]]

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    Definition Classes
    H2OTargetEncoderMOJOParams

  41. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  42. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  43. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  45. def getOutputCols(): Array[String]

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  47. def getProblemType(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  48. val groupColumnsSeparator: String

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  50. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  51. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  52. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  55. final val inputCols: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  56. 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

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  59. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  60. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  62. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  63. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  64. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  71. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  77. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  78. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  79. final def notify(): Unit

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    Definition Classes
    AnyRef

  80. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  81. final val outputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  83. final val problemType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  84. 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

  85. 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

  86. 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

  87. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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

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  98. def setInputCols(groups: Array[Array[String]]): H2OTargetEncoder.this.type

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

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

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

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

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

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  104. def setProblemType(value: String): H2OTargetEncoder.this.type

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  105. def stringify(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    Attributes
    protected
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    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  110. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  112. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  114. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  115. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  117. val uid: String

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    Definition Classes
    H2OTargetEncoder → Identifiable

  118. 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

  119. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  122. 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 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