Class

com.salesforce.op.stages.impl.preparators

PredictionDeIndexer

Related Doc: package preparators

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class PredictionDeIndexer extends BinaryEstimator[RealNN, RealNN, Text] with SaveOthersParams

Estimator which takes response feature and predinction feature as inputs. It deindexes the pred by using response's metadata

Input 1 : response Input 2 : pred feature

Linear Supertypes
SaveOthersParams, BinaryEstimator[RealNN, RealNN, Text], OpPipelineStage2[RealNN, RealNN, Text], HasIn2, HasIn1, OpPipelineStage[Text], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Estimator[BinaryModel[RealNN, RealNN, Text]], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. PredictionDeIndexer
  2. SaveOthersParams
  3. BinaryEstimator
  4. OpPipelineStage2
  5. HasIn2
  6. HasIn1
  7. OpPipelineStage
  8. OpPipelineStageBase
  9. MLWritable
  10. OpPipelineStageParams
  11. InputParams
  12. Estimator
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new PredictionDeIndexer(uid: String = UID[PredictionDeIndexer])

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Type Members

  1. final type InputFeatures = (FeatureLike[RealNN], FeatureLike[RealNN])

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    Definition Classes
    OpPipelineStage2 → OpPipelineStage → InputParams

  2. final type OutputFeatures = FeatureLike[Text]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

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 def checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStage2 → InputParams

  7. final def checkSerializable: Try[Unit]

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    Definition Classes
    BinaryEstimator → OpPipelineStageBase

  8. final def clear(param: Param[_]): PredictionDeIndexer.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. val convertI1: FeatureTypeSparkConverter[RealNN]

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    Definition Classes
    BinaryEstimator

  11. val convertI2: FeatureTypeSparkConverter[RealNN]

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    Definition Classes
    BinaryEstimator

  12. final def copy(extra: ParamMap): PredictionDeIndexer.this.type

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    Definition Classes
    OpPipelineStageBase → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. def finalize(): Unit

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

  22. def fit(dataset: Dataset[_]): BinaryModel[RealNN, RealNN, Text]

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    Definition Classes
    BinaryEstimator → Estimator

  23. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[BinaryModel[RealNN, RealNN, Text]]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  24. def fit(dataset: Dataset[_], paramMap: ParamMap): BinaryModel[RealNN, RealNN, Text]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  25. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): BinaryModel[RealNN, RealNN, Text]

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

  26. def fitFn(dataset: Dataset[(Option[Double], Option[Double])]): BinaryModel[RealNN, RealNN, Text]

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    Function used to convert input to output

    Function used to convert input to output

    Definition Classes
    PredictionDeIndexer → BinaryEstimator

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  30. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams

  31. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams

  32. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams

  33. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams

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

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    Definition Classes
    Params

  35. def getOutput(): FeatureLike[Text]

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    Definition Classes
    OpPipelineStage2 → OpPipelineStageBase

  36. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

  38. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams

  39. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams

  40. def getUnseenName: String

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    Definition Classes
    SaveOthersParams

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

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    Definition Classes
    Params

  42. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  43. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  44. implicit val i1Encoder: Encoder[features.types.RealNN.Value]

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    Definition Classes
    BinaryEstimator

  45. implicit val i2Encoder: Encoder[features.types.RealNN.Value]

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    Definition Classes
    BinaryEstimator

  46. final def in1: TransientFeature

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    Attributes
    protected
    Definition Classes
    HasIn1

  47. final def in2: TransientFeature

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    Attributes
    protected
    Definition Classes
    HasIn2

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

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    Attributes
    protected
    Definition Classes
    Logging

  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  50. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage2 → InputParams

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

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    Definition Classes
    Params

  54. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  55. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  62. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  68. final def notify(): Unit

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    Definition Classes
    AnyRef

  69. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  70. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams

  71. def onSetInput(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageBase

  72. val operationName: String

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    Definition Classes
    BinaryEstimator → OpPipelineStageBase

  73. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

  74. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStage2 → OpPipelineStage

  75. def outputIsResponse: Boolean

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

  77. def save(path: String): Unit

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

  78. final def set(paramPair: ParamPair[_]): PredictionDeIndexer.this.type

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    Attributes
    protected
    Definition Classes
    Params

  79. final def set(param: String, value: Any): PredictionDeIndexer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  81. final def setDefault(paramPairs: ParamPair[_]*): PredictionDeIndexer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  83. final def setInput(features: InputFeatures): PredictionDeIndexer.this.type

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    Definition Classes
    OpPipelineStageBase

  84. final def setInputFeatures[S <: OPFeature](features: Array[S]): PredictionDeIndexer.this.type

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    Attributes
    protected
    Definition Classes
    InputParams

  85. final def setMetadata(m: Metadata): PredictionDeIndexer.this.type

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    Definition Classes
    OpPipelineStageParams

  86. def setOutputFeatureName(name: String): PredictionDeIndexer.this.type

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    Definition Classes
    OpPipelineStage

  87. def setUnseenName(unseenNameIn: String): PredictionDeIndexer.this.type

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    Definition Classes
    SaveOthersParams

  88. final def stageName: String

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    Definition Classes
    OpPipelineStageBase

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

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    Definition Classes
    AnyRef

  90. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  91. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  93. implicit val tti1: scala.reflect.api.JavaUniverse.TypeTag[RealNN]

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    Definition Classes
    BinaryEstimator

  94. implicit val tti2: scala.reflect.api.JavaUniverse.TypeTag[RealNN]

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    Definition Classes
    BinaryEstimator

  95. implicit val ttiv1: scala.reflect.api.JavaUniverse.TypeTag[features.types.RealNN.Value]

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    Definition Classes
    BinaryEstimator

  96. implicit val ttiv2: scala.reflect.api.JavaUniverse.TypeTag[features.types.RealNN.Value]

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    Definition Classes
    BinaryEstimator

  97. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[Text]

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    Definition Classes
    BinaryEstimator → OpPipelineStage2

  98. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Value]

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    Definition Classes
    BinaryEstimator → OpPipelineStage2

  99. implicit val tupleEncoder: Encoder[(features.types.RealNN.Value, features.types.RealNN.Value)]

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    Definition Classes
    BinaryEstimator

  100. val uid: String

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    Definition Classes
    BinaryEstimator → Identifiable

  101. final val unseenName: Param[String]

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    Definition Classes
    SaveOthersParams

  102. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  105. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from SaveOthersParams

Inherited from BinaryEstimator[RealNN, RealNN, Text]

Inherited from OpPipelineStage2[RealNN, RealNN, Text]

Inherited from HasIn2

Inherited from HasIn1

Inherited from OpPipelineStage[Text]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Estimator[BinaryModel[RealNN, RealNN, Text]]

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