Packages

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()
  2. new H2OTargetEncoder(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final val blendedAvgEnabled: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  7. final val blendedAvgInflectionPoint: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  8. final val blendedAvgSmoothing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  9. def checkResponseCode(connection: HttpURLConnection): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2OTargetEncoder.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def convertRelevantColumnsToCategorical(frameKey: String): Unit
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils
  13. def copy(extra: ParamMap): H2OTargetEncoder
    Definition Classes
    H2OTargetEncoder → Estimator → PipelineStage → Params
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    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
    Definition Classes
    RestCommunication
  17. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  18. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  19. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  21. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  22. def explainParams(): String
    Definition Classes
    Params
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. def fit(dataset: Dataset[_]): H2OTargetEncoderModel
    Definition Classes
    H2OTargetEncoder → Estimator
  27. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OTargetEncoderModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  28. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OTargetEncoderModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  29. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OTargetEncoderModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getBlendedAvgEnabled(): Boolean
    Definition Classes
    H2OTargetEncoderParams
  33. def getBlendedAvgInflectionPoint(): Double
    Definition Classes
    H2OTargetEncoderParams
  34. def getBlendedAvgSmoothing(): Double
    Definition Classes
    H2OTargetEncoderParams
  35. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  37. def getFoldCol(): String
    Definition Classes
    H2OTargetEncoderParams
  38. def getHoldoutStrategy(): String
    Definition Classes
    H2OTargetEncoderParams
  39. def getInputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderParams
  40. def getLabelCol(): String
    Definition Classes
    H2OTargetEncoderParams
  41. def getNoise(): Double
    Definition Classes
    H2OTargetEncoderParams
  42. def getNoiseSeed(): Long
    Definition Classes
    H2OTargetEncoderParams
  43. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  44. def getOutputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderParams
  45. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  46. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  47. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  48. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  49. final val holdoutStrategy: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  50. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. final val inputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  53. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  54. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  55. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  56. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  57. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  58. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  59. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  60. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  61. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  74. final val noise: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  75. final val noiseSeed: LongParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  76. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  77. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  78. final val outputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  79. lazy val params: Array[Param[_]]
    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
    Definition Classes
    RestCommunication
  81. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    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
    Definition Classes
    RestCommunication
  83. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  84. final def set(paramPair: ParamPair[_]): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  85. final def set(param: String, value: Any): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  86. final def set[T](param: Param[T], value: T): H2OTargetEncoder.this.type
    Definition Classes
    Params
  87. def setBlendedAvgEnabled(value: Boolean): H2OTargetEncoder.this.type
  88. def setBlendedAvgInflectionPoint(value: Double): H2OTargetEncoder.this.type
  89. def setBlendedAvgSmoothing(value: Double): H2OTargetEncoder.this.type
  90. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  92. def setFoldCol(value: String): H2OTargetEncoder.this.type
  93. def setHoldoutStrategy(value: String): H2OTargetEncoder.this.type
  94. def setInputCols(values: Array[String]): H2OTargetEncoder.this.type
  95. def setLabelCol(value: String): H2OTargetEncoder.this.type
  96. def setNoise(value: Double): H2OTargetEncoder.this.type
  97. def setNoiseSeed(value: Long): H2OTargetEncoder.this.type
  98. def setOutputCols(values: Array[String]): H2OTargetEncoder.this.type
  99. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  100. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  101. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  102. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  103. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  104. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  105. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  106. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  107. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OTargetEncoderBase → PipelineStage
  108. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  109. val uid: String
    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
    Definition Classes
    RestCommunication
  111. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  112. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  113. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  114. def write: MLWriter
    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