Class/Object

ai.h2o.sparkling.ml.features

H2OTargetEncoder

Related Docs: object H2OTargetEncoder | package features

Permalink

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, H2OTargetEncoderMOJOParams, Estimator[H2OTargetEncoderModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OTargetEncoder
  2. EstimatorCommonUtils
  3. RestCommunication
  4. RestEncodingUtils
  5. Logging
  6. H2OTargetEncoderModelUtils
  7. DefaultParamsWritable
  8. MLWritable
  9. H2OTargetEncoderBase
  10. H2OTargetEncoderMOJOParams
  11. Estimator
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTargetEncoder()

    Permalink

  2. new H2OTargetEncoder(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final val blendedAvgEnabled: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  7. final val blendedAvgInflectionPoint: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  8. final val blendedAvgSmoothing: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

    Permalink
    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OTargetEncoder.this.type

    Permalink
    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  13. def convertRelevantColumnsToCategorical(frame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  14. def copy(extra: ParamMap): H2OTargetEncoder

    Permalink
    Definition Classes
    H2OTargetEncoder → Estimator → PipelineStage → Params

  15. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  16. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  17. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  18. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  22. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  24. def explainParams(): String

    Permalink
    Definition Classes
    Params

  25. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  27. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    H2OTargetEncoder → Estimator

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

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

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

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

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

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

  32. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

    Permalink
    Definition Classes
    Params

  34. def getBlendedAvgEnabled(): Boolean

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  35. def getBlendedAvgInflectionPoint(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  36. def getBlendedAvgSmoothing(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  39. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  40. def getHoldoutStrategy(): String

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  41. def getInputCols(): Array[String]

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  42. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  43. def getNoise(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

  44. def getNoiseSeed(): Long

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

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

    Permalink
    Definition Classes
    Params

  46. def getOutputCols(): Array[String]

    Permalink
    Definition Classes
    H2OTargetEncoderMOJOParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  49. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  50. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  51. final val holdoutStrategy: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  52. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. final val inputCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  54. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    Params

  57. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  58. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  60. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  61. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  62. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  69. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    AnyRef

  75. final val noise: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  76. final val noiseSeed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

  77. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  78. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  79. final val outputCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams

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

    Permalink
    Definition Classes
    Params

  81. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  82. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  83. 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

    Permalink
    Definition Classes
    RestCommunication

  84. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  100. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  105. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  107. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  109. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  111. val uid: String

    Permalink
    Definition Classes
    H2OTargetEncoder → Identifiable

  112. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  113. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  116. def write: MLWriter

    Permalink
    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 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