class VowpalWabbitContextualBandit extends Predictor[Row, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditModel] with VowpalWabbitContextualBanditBase with HasParallelismInjected with ComplexParamsWritable with SynapseMLLogging

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. VowpalWabbitContextualBandit
  2. SynapseMLLogging
  3. HasParallelismInjected
  4. HasParallelism
  5. VowpalWabbitContextualBanditBase
  6. VowpalWabbitBaseSpark
  7. HasAdditionalFeatures
  8. HasWeightCol
  9. VowpalWabbitBaseLearner
  10. VowpalWabbitBase
  11. ComplexParamsWritable
  12. MLWritable
  13. Wrappable
  14. DotnetWrappable
  15. RWrappable
  16. PythonWrappable
  17. BaseWrappable
  18. Predictor
  19. PredictorParams
  20. HasPredictionCol
  21. HasFeaturesCol
  22. HasLabelCol
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. type VowpalWabbitLabelSetFunc = (Row, VowpalWabbitExample) ⇒ Unit
    Definition Classes
    VowpalWabbitBaseSpark

Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. val additionalSharedFeatures: StringArrayParam
    Definition Classes
    VowpalWabbitContextualBanditBase
  3. val chosenActionCol: Param[String]
  4. final def clear(param: Param[_]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    Params
  5. def copy(extra: ParamMap): VowpalWabbitContextualBandit
    Definition Classes
    VowpalWabbitContextualBandit → Predictor → Estimator → PipelineStage → Params
  6. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  7. val epsilon: DoubleParam
  8. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  9. def explainParams(): String
    Definition Classes
    Params
  10. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  11. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  12. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  13. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[VowpalWabbitContextualBanditModel]
    Definition Classes
    VowpalWabbitContextualBandit → Estimator
  14. def fit(dataset: Dataset[_]): VowpalWabbitContextualBanditModel
    Definition Classes
    Predictor → Estimator
  15. def fit(dataset: Dataset[_], paramMap: ParamMap): VowpalWabbitContextualBanditModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  16. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): VowpalWabbitContextualBanditModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  19. def getAdditionalSharedFeatures: Array[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  20. def getChosenActionCol: String
  21. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. def getEpsilon: Double
  23. def getExecutionContextProxy: ExecutionContext
    Definition Classes
    HasParallelismInjected
  24. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  25. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  26. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  27. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  28. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  29. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  30. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  31. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  32. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  33. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  34. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  35. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  36. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  37. def getParallelism: Int
    Definition Classes
    HasParallelism
  38. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  39. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  40. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  41. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  42. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  43. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  44. def getProbabilityCol: String
  45. def getSharedCol: String
    Definition Classes
    VowpalWabbitContextualBanditBase
  46. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  47. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  48. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  49. def getWeightCol: String

    Definition Classes
    HasWeightCol
  50. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  51. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  52. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  53. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  54. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  55. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  56. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  57. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  58. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  59. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  60. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  61. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  62. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  63. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  64. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  65. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  66. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  67. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  68. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  69. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  70. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  71. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  72. def parallelFit(dataset: Dataset[_], paramMaps: ArrayList[ParamMap]): List[VowpalWabbitContextualBanditModel]
  73. val parallelism: IntParam
    Definition Classes
    HasParallelism
  74. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  75. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  76. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  77. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  78. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  79. val probabilityCol: Param[String]
  80. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  81. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  82. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  83. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBandit.this.type
    Definition Classes
    Params
  84. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    HasAdditionalFeatures
  85. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  86. def setChosenActionCol(value: String): VowpalWabbitContextualBandit.this.type
  87. def setEpsilon(value: Double): VowpalWabbitContextualBandit.this.type
  88. def setFeaturesCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  89. def setHashSeed(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  90. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  91. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  92. def setInteractions(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  93. def setL1(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  94. def setL2(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  95. def setLabelCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  96. def setLearningRate(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  97. def setNumBits(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  98. def setNumPasses(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  99. def setNumSyncsPerPass(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  100. def setParallelism(value: Int): VowpalWabbitContextualBandit.this.type
  101. def setPassThroughArgs(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  102. def setPowerT(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  103. def setPredictionCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  104. def setPredictionIdCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  105. def setProbabilityCol(value: String): VowpalWabbitContextualBandit.this.type
  106. def setSharedCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  107. def setSplitCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  108. def setSplitColValues(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  109. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  110. def setWeightCol(value: String): VowpalWabbitContextualBandit.this.type

    Definition Classes
    HasWeightCol
  111. val sharedCol: Param[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  112. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  113. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  114. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  115. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitContextualBandit → Predictor → PipelineStage
  116. val uid: String
    Definition Classes
    VowpalWabbitContextualBandit → SynapseMLLogging → Identifiable
  117. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  118. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  119. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Deprecated Value Members

  1. def getArgs: String
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

  2. def setArgs(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.