Class

ai.h2o.sparkling.ml.models

H2OTargetEncoderModel

Related Doc: package models

Permalink

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
Ordering
  1. Alphabetic
  2. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

    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
    H2OTargetEncoderParams

  7. final val blendedAvgInflectionPoint: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  8. final val blendedAvgSmoothing: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  9. def checkResponseCode(connection: HttpURLConnection): Unit

    Permalink
    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OTargetEncoderModel.this.type

    Permalink
    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. def convertRelevantColumnsToCategorical(frameKey: String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils

  13. def copy(extra: ParamMap): H2OTargetEncoderModel

    Permalink
    Definition Classes
    H2OTargetEncoderModel → Model → Transformer → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  22. def explainParams(): String

    Permalink
    Definition Classes
    Params

  23. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  25. def finalize(): Unit

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

  26. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Definition Classes
    Params

  28. def getBlendedAvgEnabled(): Boolean

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  29. def getBlendedAvgInflectionPoint(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  30. def getBlendedAvgSmoothing(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  33. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  34. def getHoldoutStrategy(): String

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  35. def getInputCols(): Array[String]

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  36. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  37. def getNoise(): Double

    Permalink
    Definition Classes
    H2OTargetEncoderParams

  38. def getNoiseSeed(): Long

    Permalink
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Definition Classes
    Params

  40. def getOutputCols(): Array[String]

    Permalink
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  43. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  44. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  45. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  46. final val holdoutStrategy: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  49. final val inputCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    Params

  53. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  54. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  56. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. final val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  58. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  65. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  70. lazy val mojoModel: H2OTargetEncoderMOJOModel

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  72. final val noise: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  73. final val noiseSeed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

  74. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  75. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  76. final val outputCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams

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

    Permalink
    Definition Classes
    Params

  78. var parent: Estimator[H2OTargetEncoderModel]

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    RestCommunication

  80. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  81. 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

    Permalink
    Definition Classes
    RestCommunication

  82. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Model

  89. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  93. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  95. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Definition Classes
    H2OTargetEncoderModel → Transformer

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

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

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

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

  99. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OTargetEncoderBase → PipelineStage

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink

  102. val uid: String

    Permalink
    Definition Classes
    H2OTargetEncoderModel → Identifiable

  103. 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

  104. final def wait(): Unit

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

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

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

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

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

  107. def write: MLWriter

    Permalink
    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