Class

com.salesforce.op.stages.sparkwrappers.specific

OpProbabilisticClassifierModel

Related Doc: package specific

Permalink

abstract class OpProbabilisticClassifierModel[T <: ProbabilisticClassificationModel[Vector, T]] extends OpPredictorWrapperModel[T]

Class that takes in a spark ProbabilisticClassifierModel and wraps it into an OP model which returns a Prediction feature

T

type of the model to wrap

Linear Supertypes
OpPredictorWrapperModel[T], OpTransformer2[RealNN, OPVector, Prediction], OpTransformer, OpPipelineStage2[RealNN, OPVector, Prediction], HasOut[Prediction], HasIn2, HasIn1, OpPipelineStage[Prediction], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, SparkWrapperParams[T], Model[OpPredictorWrapperModel[T]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. OpProbabilisticClassifierModel
  2. OpPredictorWrapperModel
  3. OpTransformer2
  4. OpTransformer
  5. OpPipelineStage2
  6. HasOut
  7. HasIn2
  8. HasIn1
  9. OpPipelineStage
  10. OpPipelineStageBase
  11. MLWritable
  12. OpPipelineStageParams
  13. InputParams
  14. SparkWrapperParams
  15. Model
  16. Transformer
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new OpProbabilisticClassifierModel(sparkModel: T, uid: String, operationName: String)

    Permalink

    sparkModel

    model to wrap

    uid

    uid to give stage

    operationName

    unique name of the operation this stage performs

Type Members

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

    Permalink
    Definition Classes
    OpPipelineStage2 → OpPipelineStage → InputParams
  2. type KeyValue = (String) ⇒ Any

    Permalink
    Definition Classes
    OpTransformer
  3. final type OutputFeatures = FeatureLike[Prediction]

    Permalink
    Definition Classes
    OpPipelineStage → OpPipelineStageBase

Abstract Value Members

  1. abstract def predictRawMirror: scala.reflect.api.JavaUniverse.MethodMirror

    Permalink
    Attributes
    protected
  2. abstract def probability2predictionMirror: scala.reflect.api.JavaUniverse.MethodMirror

    Permalink
    Attributes
    protected
  3. abstract def raw2probabilityMirror: scala.reflect.api.JavaUniverse.MethodMirror

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    OpPipelineStage2 → InputParams
  7. final def checkSerializable: Try[Unit]

    Permalink
    Definition Classes
    OpTransformer2 → OpPipelineStageBase
  8. final def clear(param: Param[_]): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    Params
  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final def copy(extra: ParamMap): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    OpPipelineStageBase → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  13. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  14. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  16. def explainParams(): String

    Permalink
    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  19. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  21. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  22. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  23. def getInputColParamNames(): Array[String]

    Permalink
    Definition Classes
    SparkWrapperParams
  24. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

    Permalink
    Definition Classes
    InputParams
  25. final def getInputFeatures(): Array[OPFeature]

    Permalink
    Definition Classes
    InputParams
  26. final def getInputSchema(): StructType

    Permalink
    Definition Classes
    OpPipelineStageParams
  27. final def getMetadata(): Metadata

    Permalink
    Definition Classes
    OpPipelineStageParams
  28. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  29. def getOutput(): FeatureLike[Prediction]

    Permalink
    Definition Classes
    HasOut → OpPipelineStageBase
  30. def getOutputColParamNames(): Array[String]

    Permalink
    Definition Classes
    SparkWrapperParams
  31. final def getOutputFeatureName: String

    Permalink
    Definition Classes
    OpPipelineStage
  32. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  33. def getSparkMlStage(): Option[T]

    Permalink
    Definition Classes
    SparkWrapperParams
  34. def getStageSavePath(): Option[String]

    Permalink
    Definition Classes
    SparkWrapperParams
  35. final def getTransientFeature(i: Int): Option[TransientFeature]

    Permalink
    Definition Classes
    InputParams
  36. final def getTransientFeatures(): Array[TransientFeature]

    Permalink
    Definition Classes
    InputParams
  37. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params
  38. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params
  39. def hasParent: Boolean

    Permalink
    Definition Classes
    Model
  40. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  41. final def in1: TransientFeature

    Permalink
    Attributes
    protected
    Definition Classes
    HasIn1
  42. final def in2: TransientFeature

    Permalink
    Attributes
    protected
    Definition Classes
    HasIn2
  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  45. final def inputAsArray(in: InputFeatures): Array[OPFeature]

    Permalink
    Definition Classes
    OpPipelineStage2 → InputParams
  46. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  47. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  48. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  49. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  50. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  51. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  52. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  53. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  54. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  55. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  56. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  57. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  58. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  59. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  60. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  61. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  62. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  63. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  64. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  65. def onGetMetadata(): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    OpPipelineStageParams
  66. def onSetInput(): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    InputParams
  67. val operationName: String

    Permalink
    Definition Classes
    OpPredictorWrapperModel → OpPipelineStageBase
  68. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

    Permalink
    Definition Classes
    OpPipelineStage → OpPipelineStageBase
  69. def outputFeatureUid: String

    Permalink
    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStage2 → OpPipelineStage
  70. def outputIsResponse: Boolean

    Permalink
    Definition Classes
    OpPipelineStage
  71. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  72. var parent: Estimator[OpPredictorWrapperModel[T]]

    Permalink
    Definition Classes
    Model
  73. def predictRaw(features: Vector): Vector

    Permalink
    Attributes
    protected
  74. def probability2prediction(prob: Vector): Double

    Permalink
    Attributes
    protected
  75. def raw2probability(raw: Vector): Vector

    Permalink
    Attributes
    protected
  76. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  77. final def set(paramPair: ParamPair[_]): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  78. final def set(param: String, value: Any): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  79. final def set[T](param: Param[T], value: T): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    Params
  80. final def setDefault(paramPairs: ParamPair[_]*): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  81. final def setDefault[T](param: Param[T], value: T): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  82. final def setInput(features: InputFeatures): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    OpPipelineStageBase
  83. final def setInputFeatures[S <: OPFeature](features: Array[S]): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    InputParams
  84. final def setMetadata(m: Metadata): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    OpPipelineStageParams
  85. def setOutputFeatureName(name: String): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    OpPipelineStage
  86. def setParent(parent: Estimator[OpPredictorWrapperModel[T]]): OpPredictorWrapperModel[T]

    Permalink
    Definition Classes
    Model
  87. def setSparkMlStage(stage: Option[T]): OpProbabilisticClassifierModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    SparkWrapperParams
  88. def setStageSavePath(path: String): OpProbabilisticClassifierModel.this.type

    Permalink
    Definition Classes
    SparkWrapperParams
  89. final val sparkInputColParamNames: StringArrayParam

    Permalink
    Definition Classes
    SparkWrapperParams
  90. final val sparkMlStage: SparkStageParam[T]

    Permalink
    Definition Classes
    SparkWrapperParams
  91. val sparkModel: T

    Permalink
    Definition Classes
    OpPredictorWrapperModel
  92. final val sparkOutputColParamNames: StringArrayParam

    Permalink
    Definition Classes
    SparkWrapperParams
  93. final def stageName: String

    Permalink
    Definition Classes
    OpPipelineStageBase
  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
    OpTransformer2 → 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 transformFn: (RealNN, OPVector) ⇒ Prediction

    Permalink

    Function used to convert input to output

    Function used to convert input to output

    Definition Classes
    OpProbabilisticClassifierModel → OpTransformer2
  100. lazy val transformKeyValue: (KeyValue) ⇒ Any

    Permalink
    Definition Classes
    OpTransformer2 → OpTransformer
  101. def transformMap: (Map[String, Any]) ⇒ Any

    Permalink
    Definition Classes
    OpTransformer
  102. def transformRow: (Row) ⇒ Any

    Permalink
    Definition Classes
    OpTransformer
  103. final def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    OpPipelineStageBase
  104. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  105. implicit val tti1: scala.reflect.api.JavaUniverse.TypeTag[RealNN]

    Permalink
    Definition Classes
    OpPredictorWrapperModel → OpTransformer2
  106. implicit val tti2: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

    Permalink
    Definition Classes
    OpPredictorWrapperModel → OpTransformer2
  107. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[Prediction]

    Permalink
    Definition Classes
    OpPredictorWrapperModel → HasOut
  108. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Map[String, Double]]

    Permalink
    Definition Classes
    OpPredictorWrapperModel → HasOut
  109. val uid: String

    Permalink
    Definition Classes
    OpPredictorWrapperModel → Identifiable
  110. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  111. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  112. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  113. final def write: MLWriter

    Permalink
    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from OpPredictorWrapperModel[T]

Inherited from OpTransformer2[RealNN, OPVector, Prediction]

Inherited from OpTransformer

Inherited from OpPipelineStage2[RealNN, OPVector, Prediction]

Inherited from HasOut[Prediction]

Inherited from HasIn2

Inherited from HasIn1

Inherited from OpPipelineStage[Prediction]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from SparkWrapperParams[T]

Inherited from Model[OpPredictorWrapperModel[T]]

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