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 H2OTargetEncoderModelUtils with RestCommunication

Linear Supertypes
RestCommunication, RestEncodingUtils, Logging, H2OTargetEncoderModelUtils, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderParams, 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. H2OTargetEncoderModelUtils
  6. MLWritable
  7. H2OTargetEncoderBase
  8. H2OTargetEncoderParams
  9. Model
  10. Transformer
  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 H2OTargetEncoderModel(uid: String, targetEncoderModel: 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
    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[_]): 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 convertRelevantColumnsToCategorical(frameKey: String): Unit

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  13. def copy(extra: ParamMap): H2OTargetEncoderModel

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    Definition Classes
    H2OTargetEncoderModel → Model → Transformer → 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. 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 hasParent: Boolean

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    Definition Classes
    Model

  45. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  46. final val holdoutStrategy: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  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. 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

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  52. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  53. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  55. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  56. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  57. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  69. lazy val mojoModel: H2OTargetEncoderMOJOModel

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

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    Definition Classes
    AnyRef

  71. final val noise: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  72. final val noiseSeed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  73. final def notify(): Unit

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    Definition Classes
    AnyRef

  74. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  75. final val outputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

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    Definition Classes
    Params

  77. var parent: Estimator[H2OTargetEncoderModel]

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    Definition Classes
    Model

  78. 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

  79. 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

  80. 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

  81. def save(path: String): Unit

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

  82. final def set(paramPair: ParamPair[_]): H2OTargetEncoderModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Model

  88. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  92. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  94. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    H2OTargetEncoderModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  98. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

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

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  101. val uid: String

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    Definition Classes
    H2OTargetEncoderModel → Identifiable

  102. 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

  103. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  106. def write: MLWriter

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    Definition Classes
    H2OTargetEncoderModel → MLWritable

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OTargetEncoderModelUtils

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderParams

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