class VowpalWabbitContextualBanditModel extends PredictionModel[Row, VowpalWabbitContextualBanditModel] with VowpalWabbitBaseModel with VowpalWabbitContextualBanditBase with ComplexParamsWritable with BasicLogging

Linear Supertypes
BasicLogging, ComplexParamsWritable, MLWritable, VowpalWabbitContextualBanditBase, VowpalWabbitBase, HasWeightCol, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, VowpalWabbitBaseModel, HasAdditionalFeatures, HasRawPredictionCol, PredictionModel[Row, VowpalWabbitContextualBanditModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Model[VowpalWabbitContextualBanditModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitContextualBanditModel
  2. BasicLogging
  3. ComplexParamsWritable
  4. MLWritable
  5. VowpalWabbitContextualBanditBase
  6. VowpalWabbitBase
  7. HasWeightCol
  8. Wrappable
  9. DotnetWrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  13. VowpalWabbitBaseModel
  14. HasAdditionalFeatures
  15. HasRawPredictionCol
  16. PredictionModel
  17. PredictorParams
  18. HasPredictionCol
  19. HasFeaturesCol
  20. HasLabelCol
  21. Model
  22. Transformer
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. class TrainContext extends AnyRef
    Definition Classes
    VowpalWabbitBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  6. val additionalSharedFeatures: StringArrayParam
    Definition Classes
    VowpalWabbitContextualBanditBase
  7. def appendExtraParams(sb: ParamsStringBuilder): ParamsStringBuilder

    Override to add parameters specific to subclass.

    Override to add parameters specific to subclass.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. final def clear(param: Param[_]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. def copy(extra: ParamMap): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditModel → Model → Transformer → PipelineStage → Params
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  16. def createLabelSetter(schema: StructType): (Row, VowpalWabbitExample) ⇒ Unit
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  19. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. lazy val example: VowpalWabbitExample
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  38. val exampleStack: SharedVariable[ExampleStack]
  39. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  40. def explainParams(): String
    Definition Classes
    Params
  41. def extractInstances(dataset: Dataset[_], validateInstance: (Instance) ⇒ Unit): RDD[Instance]
    Attributes
    protected
    Definition Classes
    PredictorParams
  42. def extractInstances(dataset: Dataset[_]): RDD[Instance]
    Attributes
    protected
    Definition Classes
    PredictorParams
  43. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  44. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  45. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  46. def featuresDataType: DataType
    Attributes
    protected
    Definition Classes
    PredictionModel
  47. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getAdditionalColumns: Seq[String]
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  50. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  51. def getAdditionalSharedFeatures: Array[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  52. def getAsFloat(schema: StructType, idx: Int): (Row) ⇒ Float
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  53. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  55. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  56. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  57. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  58. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  59. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  60. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  61. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  62. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  63. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  64. def getModel: Array[Byte]
    Definition Classes
    VowpalWabbitBaseModel
  65. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  66. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  67. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  68. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  69. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  70. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  71. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  72. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  73. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  74. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  75. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  76. def getSharedCol: String
    Definition Classes
    VowpalWabbitContextualBanditBase
  77. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  78. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  79. def getWeightCol: String

    Definition Classes
    HasWeightCol
  80. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  81. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  82. def hasParent: Boolean
    Definition Classes
    Model
  83. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  84. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  85. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  86. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  87. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  88. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  90. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  91. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  92. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  93. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  94. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  95. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  96. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  97. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  98. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  99. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  100. def logClass(): Unit
    Definition Classes
    BasicLogging
  101. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  106. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  107. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  110. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  111. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  114. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  115. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  116. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  119. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  120. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  121. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  122. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  123. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  124. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  125. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  126. def numFeatures: Int
    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )
  127. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  128. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  129. var parent: Estimator[VowpalWabbitContextualBanditModel]
    Definition Classes
    Model
  130. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  131. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  132. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  133. def predict(features: Row): Double
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel
  134. def predictInternal(featureColIndices: Seq[NamespaceInfo], row: Row): Double
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel
  135. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  136. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  137. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  138. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  139. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  141. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  142. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  143. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    VowpalWabbitContextualBanditModel → VowpalWabbitContextualBanditBase → VowpalWabbitBase → PythonWrappable
  144. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  145. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  146. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  147. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  148. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  149. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  150. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  151. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  152. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  153. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  154. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  155. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  156. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  157. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  158. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  159. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  160. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  161. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  162. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  163. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  164. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  165. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  166. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  167. final def set(paramPair: ParamPair[_]): VowpalWabbitContextualBanditModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  168. final def set(param: String, value: Any): VowpalWabbitContextualBanditModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  169. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    Params
  170. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    HasAdditionalFeatures
  171. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  172. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitContextualBanditModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. final def setDefault[T](param: Param[T], value: T): VowpalWabbitContextualBanditModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  174. def setFeaturesCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  175. def setHashSeed(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  176. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  177. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  178. def setInteractions(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  179. def setL1(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  180. def setL2(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  181. def setLearningRate(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  182. def setModel(v: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  183. def setNumBits(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  184. def setNumPasses(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  185. def setParent(parent: Estimator[VowpalWabbitContextualBanditModel]): VowpalWabbitContextualBanditModel
    Definition Classes
    Model
  186. def setPassThroughArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  187. def setPerformanceStatistics(v: DataFrame): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  188. def setPowerT(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  189. def setPredictionCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  190. def setSharedCol(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  191. def setTestArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  192. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  193. def setWeightCol(value: String): VowpalWabbitContextualBanditModel.this.type

    Definition Classes
    HasWeightCol
  194. val sharedCol: Param[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  195. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  196. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  197. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  198. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  199. def trainInternal[T <: VowpalWabbitBaseModel](dataset: Dataset[_], model: T): T

    Main training loop

    Main training loop

    dataset

    input data.

    returns

    binary VW model.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  200. def trainInternalDistributed(df: DataFrame, vwArgs: ParamsStringBuilder, numTasks: Int): Array[TrainingResult]

    Setup spanning tree and invoke training.

    Setup spanning tree and invoke training.

    df

    input data.

    vwArgs

    VW command line arguments.

    numTasks

    number of target tasks.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  201. def trainRow(schema: StructType, inputRows: Iterator[Row], ctx: TrainContext): Unit
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  202. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → Transformer
  203. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  204. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  205. def transformImpl(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    PredictionModel
  206. def transformImplInternal(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel
  207. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → PipelineStage
  208. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  209. val uid: String
    Definition Classes
    VowpalWabbitContextualBanditModel → BasicLogging → Identifiable
  210. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  211. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType
    Attributes
    protected
    Definition Classes
    PredictorParams
  212. val ver: String
    Definition Classes
    BasicLogging
  213. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  214. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  215. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  216. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  217. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  218. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  219. 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): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.

Inherited from BasicLogging

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from VowpalWabbitContextualBanditBase

Inherited from VowpalWabbitBase

Inherited from HasWeightCol

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from VowpalWabbitBaseModel

Inherited from HasAdditionalFeatures

Inherited from HasRawPredictionCol

Inherited from PredictionModel[Row, VowpalWabbitContextualBanditModel]

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Model[VowpalWabbitContextualBanditModel]

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

getParam

param

setParam

Ungrouped