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

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

Inherited from BasicLogging

Inherited from Wrappable

Inherited from DotnetWrappable

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