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 RestCommunication

Linear Supertypes
RestCommunication, RestEncodingUtils, Logging, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderMOJOParams, Model[H2OTargetEncoderModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OTargetEncoderModel
  2. RestCommunication
  3. RestEncodingUtils
  4. Logging
  5. MLWritable
  6. H2OTargetEncoderBase
  7. H2OTargetEncoderMOJOParams
  8. Model
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTargetEncoderModel(uid: String, targetEncoderModel: Option[H2OModel])

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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[_]): H2OTargetEncoderModel.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 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. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  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. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  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
    H2OTargetEncoderMOJOParams

  29. def getBlendedAvgInflectionPoint(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  30. def getBlendedAvgSmoothing(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  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
    H2OTargetEncoderMOJOParams

  34. def getHoldoutStrategy(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    H2OTargetEncoderMOJOParams

  36. def getLabelCol(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  37. def getNoise(): Double

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    Definition Classes
    H2OTargetEncoderMOJOParams

  38. def getNoiseSeed(): Long

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    Definition Classes
    H2OTargetEncoderMOJOParams

  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
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  42. def getProblemType(): String

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    Definition Classes
    H2OTargetEncoderMOJOParams

  43. val groupColumnsSeparator: String

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  45. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  46. def hasParent: Boolean

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    Definition Classes
    Model

  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  48. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  51. final val inputCols: NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  52. 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

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  55. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  56. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  58. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  59. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  60. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  67. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

  72. lazy val mojoModel: H2OTargetEncoderMOJOModel

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  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
    H2OTargetEncoderMOJOParams

  75. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  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
    H2OTargetEncoderMOJOParams

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

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    Definition Classes
    Params

  80. var parent: Estimator[H2OTargetEncoderModel]

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    Definition Classes
    Model

  81. final val problemType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  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[_]): H2OTargetEncoderModel.this.type

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    Attributes
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Model

  92. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  97. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  99. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    H2OTargetEncoderModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  103. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

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

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  106. val uid: String

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    Definition Classes
    H2OTargetEncoderModel → Identifiable

  107. 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

  108. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  111. def write: MLWriter

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    Definition Classes
    H2OTargetEncoderModel → MLWritable

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderMOJOParams

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