class VowpalWabbitClassificationModel extends ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel] with VowpalWabbitBaseModel with ComplexParamsWritable with Wrappable with BasicLogging

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

Instance Constructors

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

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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copy(extra: ParamMap): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitClassificationModel → Model → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  17. lazy val example: VowpalWabbitExample
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. def extractInstances(dataset: Dataset[_], numClasses: Int): RDD[Instance]
    Attributes
    protected
    Definition Classes
    ClassifierParams
  21. def extractInstances(dataset: Dataset[_], validateInstance: (Instance) ⇒ Unit): RDD[Instance]
    Attributes
    protected
    Definition Classes
    PredictorParams
  22. def extractInstances(dataset: Dataset[_]): RDD[Instance]
    Attributes
    protected
    Definition Classes
    PredictorParams
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  26. def featuresDataType: DataType
    Attributes
    protected
    Definition Classes
    PredictionModel
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  30. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  31. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  33. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  34. def getModel: Array[Byte]
    Definition Classes
    VowpalWabbitBaseModel
  35. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  36. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  37. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  38. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  39. final def getProbabilityCol: String
    Definition Classes
    HasProbabilityCol
  40. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  41. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  42. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  43. def getThresholds: Array[Double]
    Definition Classes
    HasThresholds
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hasParent: Boolean
    Definition Classes
    Model
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  51. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  52. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  53. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  54. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  55. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  56. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  57. def logClass(): Unit
    Definition Classes
    BasicLogging
  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  63. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  64. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  67. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  68. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  71. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  73. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  76. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  77. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  78. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  79. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  80. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  81. def numClasses: Int
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel
  82. def numFeatures: Int
    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )
  83. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  84. var parent: Estimator[VowpalWabbitClassificationModel]
    Definition Classes
    Model
  85. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  86. def predict(features: Row): Double
    Definition Classes
    ClassificationModel → PredictionModel
  87. def predictInternal(featureColIndices: Seq[NamespaceInfo], row: Row): Double
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel
  88. def predictProbability(features: Row): Vector
    Definition Classes
    ProbabilisticClassificationModel
    Annotations
    @Since( "3.0.0" )
  89. def predictRaw(features: Row): Vector
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel
  90. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  91. def probability2prediction(probability: Vector): Double
    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel
  92. final val probabilityCol: Param[String]
    Definition Classes
    HasProbabilityCol
  93. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  94. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  100. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → PythonWrappable
  101. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  117. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  118. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  119. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  120. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  121. def raw2prediction(rawPrediction: Vector): Double
    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel
  122. def raw2probability(rawPrediction: Vector): Vector
    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel
  123. def raw2probabilityInPlace(rawPrediction: Vector): Vector
    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel
  124. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  125. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  126. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  127. final def set(paramPair: ParamPair[_]): VowpalWabbitClassificationModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  128. final def set(param: String, value: Any): VowpalWabbitClassificationModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  129. final def set[T](param: Param[T], value: T): VowpalWabbitClassificationModel.this.type
    Definition Classes
    Params
  130. def setAdditionalFeatures(value: Array[String]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    HasAdditionalFeatures
  131. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitClassificationModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def setDefault[T](param: Param[T], value: T): VowpalWabbitClassificationModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. def setFeaturesCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    PredictionModel
  134. def setModel(v: Array[Byte]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  135. def setParent(parent: Estimator[VowpalWabbitClassificationModel]): VowpalWabbitClassificationModel
    Definition Classes
    Model
  136. def setPerformanceStatistics(v: DataFrame): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  137. def setPredictionCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    PredictionModel
  138. def setProbabilityCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    ProbabilisticClassificationModel
  139. def setRawPredictionCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    ClassificationModel
  140. def setTestArgs(value: String): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  141. def setThresholds(value: Array[Double]): VowpalWabbitClassificationModel
    Definition Classes
    ProbabilisticClassificationModel
  142. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  143. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  144. val thresholds: DoubleArrayParam
    Definition Classes
    HasThresholds
  145. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  146. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel → ClassificationModel → PredictionModel → Transformer
  147. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  148. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  149. final def transformImpl(dataset: Dataset[_]): DataFrame
    Definition Classes
    ClassificationModel → PredictionModel
  150. def transformImplInternal(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel
  151. def transformSchema(schema: StructType): StructType
    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel → PredictionModel → PipelineStage
  152. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  153. val uid: String
    Definition Classes
    VowpalWabbitClassificationModel → BasicLogging → Identifiable
  154. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType
    Attributes
    protected
    Definition Classes
    ProbabilisticClassifierParams → ClassifierParams → PredictorParams
  155. val ver: String
    Definition Classes
    BasicLogging
  156. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  157. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  158. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  159. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  160. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  161. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from VowpalWabbitBaseModel

Inherited from HasAdditionalFeatures

Inherited from ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel]

Inherited from ProbabilisticClassifierParams

Inherited from HasThresholds

Inherited from HasProbabilityCol

Inherited from ClassificationModel[Row, VowpalWabbitClassificationModel]

Inherited from ClassifierParams

Inherited from HasRawPredictionCol

Inherited from PredictionModel[Row, VowpalWabbitClassificationModel]

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Model[VowpalWabbitClassificationModel]

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