class VowpalWabbitCSETransformer extends Transformer with SynapseMLLogging with Wrappable with ComplexParamsWritable

Emits continuous success experimentation metrics for contextual bandit style predictions and logs.

Linear Supertypes
ComplexParamsWritable, MLWritable, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, SynapseMLLogging, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitCSETransformer
  2. ComplexParamsWritable
  3. MLWritable
  4. Wrappable
  5. DotnetWrappable
  6. RWrappable
  7. PythonWrappable
  8. BaseWrappable
  9. SynapseMLLogging
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitCSETransformer()
  2. new VowpalWabbitCSETransformer(uid: String)

Type Members

  1. case class RewardColumn(name: String, col: String, idx: Int) extends Product with Serializable

Value Members

  1. final def clear(param: Param[_]): VowpalWabbitCSETransformer.this.type
    Definition Classes
    Params
  2. def copy(extra: ParamMap): Transformer
    Definition Classes
    VowpalWabbitCSETransformer → Transformer → PipelineStage → Params
  3. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getMaxImportanceWeight: Double
  11. def getMetricsStratificationCols: Array[String]
  12. def getMinImportanceWeight: Double
  13. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  14. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  15. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  16. val globalMetrics: Seq[Column]
  17. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  18. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  19. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  20. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  21. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  22. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  23. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  24. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  25. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  26. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  27. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  28. val maxImportanceWeight: DoubleParam
  29. val metricsStratificationCols: StringArrayParam
  30. val minImportanceWeight: DoubleParam
  31. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  32. def perRewardMetrics(rewardsCol: Seq[RewardColumn], minImportanceWeight: Double, maxImportanceWeight: Double): Seq[Column]
  33. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  34. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  35. def rewardColumns(schema: StructType): Seq[RewardColumn]
  36. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  37. final def set[T](param: Param[T], value: T): VowpalWabbitCSETransformer.this.type
    Definition Classes
    Params
  38. def setMaxImportanceWeight(value: Double): VowpalWabbitCSETransformer.this.type
  39. def setMetricsStratificationCols(value: Array[String]): VowpalWabbitCSETransformer.this.type
  40. def setMinImportanceWeight(value: Double): VowpalWabbitCSETransformer.this.type
  41. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  42. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitCSETransformer → Transformer
  43. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  44. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  45. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitCSETransformer → PipelineStage
  46. val uid: String
    Definition Classes
    VowpalWabbitCSETransformer → SynapseMLLogging → Identifiable
  47. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable