Class

com.salesforce.op.stages.impl.feature

DecisionTreeNumericMapBucketizerModel

Related Doc: package feature

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final class DecisionTreeNumericMapBucketizerModel[I2 <: OPMap[_]] extends BinaryModel[RealNN, I2, OPVector] with CleanTextMapFun with AllowLabelAsInput[OPVector]

Linear Supertypes
AllowLabelAsInput[OPVector], CleanTextMapFun, CleanTextFun, BinaryModel[RealNN, I2, OPVector], OpTransformer2[RealNN, I2, OPVector], OpTransformer, OpPipelineStage2[RealNN, I2, OPVector], HasIn2, HasIn1, OpPipelineStage[OPVector], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Model[BinaryModel[RealNN, I2, OPVector]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DecisionTreeNumericMapBucketizerModel
  2. AllowLabelAsInput
  3. CleanTextMapFun
  4. CleanTextFun
  5. BinaryModel
  6. OpTransformer2
  7. OpTransformer
  8. OpPipelineStage2
  9. HasIn2
  10. HasIn1
  11. OpPipelineStage
  12. OpPipelineStageBase
  13. MLWritable
  14. OpPipelineStageParams
  15. InputParams
  16. Model
  17. Transformer
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. Any
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Visibility
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Type Members

  1. final type InputFeatures = (FeatureLike[RealNN], FeatureLike[I2])

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    Definition Classes
    OpPipelineStage2 → OpPipelineStage → InputParams

  2. type KeyValue = (String) ⇒ Any

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    Definition Classes
    OpTransformer

  3. final type OutputFeatures = FeatureLike[OPVector]

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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
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    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
    OpTransformer2 → OpPipelineStageBase

  8. def cleanMap[V](m: Map[String, V], shouldCleanKey: Boolean, shouldCleanValue: Boolean): Map[String, V]

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    Definition Classes
    CleanTextMapFun

  9. def cleanTextFn(s: String, shouldClean: Boolean): String

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    Definition Classes
    CleanTextFun

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

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. final def copy(extra: ParamMap): DecisionTreeNumericMapBucketizerModel.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
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    Params

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

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    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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    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Params

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

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    Params

  21. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

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

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    Definition Classes
    InputParams

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

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    Definition Classes
    InputParams

  27. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams

  28. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams

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

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    Definition Classes
    Params

  30. def getOutput(): FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStage2 → OpPipelineStageBase

  31. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

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

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    Definition Classes
    InputParams

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

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    Definition Classes
    InputParams

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

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    Params

  36. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  37. def hasParent: Boolean

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    Definition Classes
    Model

  38. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  39. final def in1: TransientFeature

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    Attributes
    protected
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    HasIn1

  40. final def in2: TransientFeature

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    protected
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    HasIn2

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
    Definition Classes
    Logging

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

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    Definition Classes
    OpPipelineStage2 → InputParams

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

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    Definition Classes
    Params

  44. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

  46. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  47. def log: Logger

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    protected
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  54. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    AnyRef

  60. final def notify(): Unit

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    AnyRef

  61. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  62. def onGetMetadata(): Unit

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    Attributes
    protected
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    OpPipelineStageParams

  63. def onSetInput(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageBase

  64. val operationName: String

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    Definition Classes
    BinaryModel → OpPipelineStageBase

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

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

  66. def outputFeatureUid: String

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

  67. def outputIsResponse: Boolean

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    Definition Classes
    AllowLabelAsInput → OpPipelineStage

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

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    Definition Classes
    Params

  69. var parent: Estimator[BinaryModel[RealNN, I2, OPVector]]

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    Definition Classes
    Model

  70. def save(path: String): Unit

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

  71. final def set(paramPair: ParamPair[_]): DecisionTreeNumericMapBucketizerModel.this.type

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    Params

  72. final def set(param: String, value: Any): DecisionTreeNumericMapBucketizerModel.this.type

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    Params

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

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    Definition Classes
    Params

  74. final def setDefault(paramPairs: ParamPair[_]*): DecisionTreeNumericMapBucketizerModel.this.type

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    protected
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    Params

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

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    Attributes
    protected
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    Params

  76. final def setInput(features: InputFeatures): DecisionTreeNumericMapBucketizerModel.this.type

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    Definition Classes
    OpPipelineStageBase

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

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    Attributes
    protected
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    InputParams

  78. final def setMetadata(m: Metadata): DecisionTreeNumericMapBucketizerModel.this.type

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    Definition Classes
    OpPipelineStageParams

  79. def setOutputFeatureName(name: String): DecisionTreeNumericMapBucketizerModel.this.type

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    Definition Classes
    OpPipelineStage

  80. def setParent(parent: Estimator[BinaryModel[RealNN, I2, OPVector]]): BinaryModel[RealNN, I2, OPVector]

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    Definition Classes
    Model

  81. val shouldCleanKeys: Boolean

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  82. val shouldCleanValues: Boolean

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  83. val shouldSplitByKey: Map[String, Boolean]

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  84. val splitsByKey: Map[String, Array[Double]]

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  85. final def stageName: String

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    Definition Classes
    OpPipelineStageBase

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

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    Definition Classes
    AnyRef

  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  88. val trackInvalid: Boolean

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  89. val trackNulls: Boolean

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

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    Definition Classes
    OpTransformer2 → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  93. def transformFn: (RealNN, I2) ⇒ OPVector

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    Definition Classes
    DecisionTreeNumericMapBucketizerModel → OpTransformer2

  94. lazy val transformKeyValue: (KeyValue) ⇒ Any

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    Definition Classes
    OpTransformer2 → OpTransformer

  95. def transformMap: (Map[String, Any]) ⇒ Any

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    Definition Classes
    OpTransformer

  96. def transformRow: (Row) ⇒ Any

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    Definition Classes
    OpTransformer

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

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    Definition Classes
    OpPipelineStageBase

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

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

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    Definition Classes
    BinaryModel → OpTransformer2

  100. implicit val tti2: scala.reflect.api.JavaUniverse.TypeTag[I2]

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    Definition Classes
    BinaryModel → OpTransformer2

  101. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

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    Definition Classes
    BinaryModel → OpPipelineStage2

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

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    Definition Classes
    BinaryModel → OpPipelineStage2

  103. val uid: String

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    Definition Classes
    BinaryModel → Identifiable

  104. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    AnyRef
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    @throws( ... )

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

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    Definition Classes
    AnyRef
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    @throws( ... )

  107. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from AllowLabelAsInput[OPVector]

Inherited from CleanTextMapFun

Inherited from CleanTextFun

Inherited from BinaryModel[RealNN, I2, OPVector]

Inherited from OpTransformer2[RealNN, I2, OPVector]

Inherited from OpTransformer

Inherited from OpPipelineStage2[RealNN, I2, OPVector]

Inherited from HasIn2

Inherited from HasIn1

Inherited from OpPipelineStage[OPVector]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Model[BinaryModel[RealNN, I2, OPVector]]

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