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