class VowpalWabbitRegressionModel extends RegressionModel[Row, VowpalWabbitRegressionModel] with VowpalWabbitBaseModel with ComplexParamsWritable with Wrappable with BasicLogging

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

Instance Constructors

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

Inherited from RegressionModel[Row, VowpalWabbitRegressionModel]

Inherited from PredictionModel[Row, VowpalWabbitRegressionModel]

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Model[VowpalWabbitRegressionModel]

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