Packages

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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  2. By Inheritance
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()
  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
    H2OTargetEncoderMOJOParams
  7. final val blendedAvgInflectionPoint: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  8. final val blendedAvgSmoothing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): 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 convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  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(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  18. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  19. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. def fit(dataset: Dataset[_]): H2OTargetEncoderModel
    Definition Classes
    H2OTargetEncoder → Estimator
  28. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OTargetEncoderModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  29. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OTargetEncoderModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  30. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OTargetEncoderModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  31. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  32. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getBlendedAvgEnabled(): Boolean
    Definition Classes
    H2OTargetEncoderMOJOParams
  34. def getBlendedAvgInflectionPoint(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  35. def getBlendedAvgSmoothing(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  36. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  37. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  38. def getFoldCol(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  39. def getHoldoutStrategy(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  40. def getInputCols(): Array[Array[String]]
    Definition Classes
    H2OTargetEncoderMOJOParams
  41. def getLabelCol(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  42. def getNoise(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  43. def getNoiseSeed(): Long
    Definition Classes
    H2OTargetEncoderMOJOParams
  44. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  45. def getOutputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderMOJOParams
  46. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  47. def getProblemType(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  48. val groupColumnsSeparator: String
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  49. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  50. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  51. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. final val holdoutStrategy: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  53. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. final val inputCols: NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  56. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  57. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  58. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  59. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  60. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  61. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  64. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  65. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  72. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  77. final val noise: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  78. final val noiseSeed: LongParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  79. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  80. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  81. final val outputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  82. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  83. final val problemType: Param[String]
    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
    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
    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
    Definition Classes
    RestCommunication
  87. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  88. final def set(paramPair: ParamPair[_]): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  89. final def set(param: String, value: Any): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  90. final def set[T](param: Param[T], value: T): H2OTargetEncoder.this.type
    Definition Classes
    Params
  91. def setBlendedAvgEnabled(value: Boolean): H2OTargetEncoder.this.type
  92. def setBlendedAvgInflectionPoint(value: Double): H2OTargetEncoder.this.type
  93. def setBlendedAvgSmoothing(value: Double): H2OTargetEncoder.this.type
  94. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  95. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoder.this.type
    Attributes
    protected
    Definition Classes
    Params
  96. def setFoldCol(value: String): H2OTargetEncoder.this.type
  97. def setHoldoutStrategy(value: String): H2OTargetEncoder.this.type
  98. def setInputCols(groups: Array[Array[String]]): H2OTargetEncoder.this.type
  99. def setInputCols(values: Array[String]): H2OTargetEncoder.this.type
  100. def setLabelCol(value: String): H2OTargetEncoder.this.type
  101. def setNoise(value: Double): H2OTargetEncoder.this.type
  102. def setNoiseSeed(value: Long): H2OTargetEncoder.this.type
  103. def setOutputCols(values: Array[String]): H2OTargetEncoder.this.type
  104. def setProblemType(value: String): H2OTargetEncoder.this.type
  105. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  106. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  107. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  108. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  109. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  110. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  111. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  112. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  113. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  114. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OTargetEncoderBase → PipelineStage
  115. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  116. val uid: String
    Definition Classes
    H2OTargetEncoder → Identifiable
  117. 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
  118. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  119. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  120. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  121. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  122. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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