class VowpalWabbitRegressionModel extends RegressionModel[Row, VowpalWabbitRegressionModel] with VowpalWabbitBaseModelSpark with ComplexParamsWritable with Wrappable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, Wrappable, RWrappable, PythonWrappable, BaseWrappable, ComplexParamsWritable, MLWritable, VowpalWabbitBaseModelSpark, HasAdditionalFeatures, HasRawPredictionCol, VowpalWabbitBaseModel, 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. SynapseMLLogging
  3. Wrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. ComplexParamsWritable
  8. MLWritable
  9. VowpalWabbitBaseModelSpark
  10. HasAdditionalFeatures
  11. HasRawPredictionCol
  12. VowpalWabbitBaseModel
  13. RegressionModel
  14. PredictionModel
  15. PredictorParams
  16. HasPredictionCol
  17. HasFeaturesCol
  18. HasLabelCol
  19. Model
  20. Transformer
  21. PipelineStage
  22. Logging
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. 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
    VowpalWabbitBaseModelSpark
    Annotations
    @transient()
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  23. def featuresDataType: DataType
    Attributes
    protected
    Definition Classes
    PredictionModel
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  27. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  28. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  30. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  31. def getModel: Array[Byte]
    Definition Classes
    VowpalWabbitBaseModel
  32. def getOneStepAheadPredictions: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  35. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  36. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  37. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  38. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  39. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  40. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  41. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  42. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  43. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  44. def hasParent: Boolean
    Definition Classes
    Model
  45. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  46. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  48. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  49. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  50. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  51. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  52. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  53. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  54. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  55. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  56. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  57. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  62. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  63. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  69. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  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. val oneStepAheadPredictions: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  80. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  81. var parent: Estimator[VowpalWabbitRegressionModel]
    Definition Classes
    Model
  82. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  83. def predict(features: Row): Double
    Definition Classes
    VowpalWabbitRegressionModel → PredictionModel
  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[org.apache.spark.ml]
    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 setOneStepAheadPredictions(v: DataFrame): VowpalWabbitRegressionModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  125. def setParent(parent: Estimator[VowpalWabbitRegressionModel]): VowpalWabbitRegressionModel
    Definition Classes
    Model
  126. def setPerformanceStatistics(v: DataFrame): VowpalWabbitRegressionModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  127. def setPredictionCol(value: String): VowpalWabbitRegressionModel
    Definition Classes
    PredictionModel
  128. def setTestArgs(value: String): VowpalWabbitRegressionModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  129. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  130. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  131. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  132. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  133. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    PredictionModel → Transformer
  134. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  135. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  136. def transformImpl(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    VowpalWabbitRegressionModel → PredictionModel
  137. def transformImplInternal(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModelSpark
  138. def transformSchema(schema: StructType): StructType
    Definition Classes
    PredictionModel → PipelineStage
  139. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  140. val uid: String
    Definition Classes
    VowpalWabbitRegressionModel → SynapseMLLogging → Identifiable
  141. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType
    Attributes
    protected
    Definition Classes
    PredictorParams
  142. val vowpalWabbitPredictionCol: String

    Store the detailed prediction output of VW

    Store the detailed prediction output of VW

    Definition Classes
    VowpalWabbitBaseModelSpark
  143. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  144. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  145. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  146. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  147. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  148. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from SynapseMLLogging

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from VowpalWabbitBaseModelSpark

Inherited from HasAdditionalFeatures

Inherited from HasRawPredictionCol

Inherited from VowpalWabbitBaseModel

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