Class/Object

com.microsoft.ml.spark.vw

VowpalWabbitRegressionModel

Related Docs: object VowpalWabbitRegressionModel | package vw

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

Annotations
@InternalWrapper()
Linear Supertypes
VowpalWabbitBaseModel, ComplexParamsWritable, MLWritable, HasAdditionalFeatures, Wrappable, 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. VowpalWabbitBaseModel
  3. ComplexParamsWritable
  4. MLWritable
  5. HasAdditionalFeatures
  6. Wrappable
  7. HasRawPredictionCol
  8. RegressionModel
  9. PredictionModel
  10. PredictorParams
  11. HasPredictionCol
  12. HasFeaturesCol
  13. HasLabelCol
  14. Model
  15. Transformer
  16. PipelineStage
  17. Logging
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitRegressionModel(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. val additionalFeatures: StringArrayParam

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    Definition Classes
    HasAdditionalFeatures

  6. def additionalPythonMethods(): String

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    Definition Classes
    Wrappable

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. final def clear(param: Param[_]): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. def copy(extra: ParamMap): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    VowpalWabbitRegressionModel → Model → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  13. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  15. lazy val example: VowpalWabbitExample

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    Definition Classes
    VowpalWabbitBaseModel

  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  20. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  21. def featuresDataType: DataType

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    Attributes
    protected
    Definition Classes
    PredictionModel

  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  24. def getAdditionalFeatures: Array[String]

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    Definition Classes
    HasAdditionalFeatures

  25. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  26. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  27. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  28. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  29. def getModel: Array[Byte]

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    Definition Classes
    VowpalWabbitBaseModel

  30. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  31. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  32. def getPerformanceStatistics: DataFrame

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    Definition Classes
    VowpalWabbitBaseModel

  33. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  34. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol

  35. def getTestArgs: String

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    Definition Classes
    VowpalWabbitBaseModel

  36. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  38. def hasParent: Boolean

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    Definition Classes
    Model

  39. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  40. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  42. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  43. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  44. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  46. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  47. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  48. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  49. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  52. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  55. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  57. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  58. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  59. val model: ByteArrayParam

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    Definition Classes
    VowpalWabbitBaseModel

  60. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  63. def numFeatures: Int

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    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )

  64. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  65. var parent: Estimator[VowpalWabbitRegressionModel]

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    Definition Classes
    Model

  66. val performanceStatistics: DataFrameParam

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    Definition Classes
    VowpalWabbitBaseModel

  67. def predict(features: Row): Double

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    Definition Classes
    VowpalWabbitRegressionModel → PredictionModel

  68. def predictInternal(featureColIndices: Seq[NamespaceInfo], namespaces: Row): Double

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  69. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  70. final val rawPredictionCol: Param[String]

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    Definition Classes
    HasRawPredictionCol

  71. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  72. def saveNativeModel(path: String): Unit

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    Definition Classes
    VowpalWabbitBaseModel

  73. final def set(paramPair: ParamPair[_]): VowpalWabbitRegressionModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  74. final def set(param: String, value: Any): VowpalWabbitRegressionModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  75. final def set[T](param: Param[T], value: T): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    Params

  76. def setAdditionalFeatures(value: Array[String]): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    HasAdditionalFeatures

  77. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitRegressionModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  78. final def setDefault[T](param: Param[T], value: T): VowpalWabbitRegressionModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  79. def setFeaturesCol(value: String): VowpalWabbitRegressionModel

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    Definition Classes
    PredictionModel

  80. def setModel(v: Array[Byte]): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  81. def setParent(parent: Estimator[VowpalWabbitRegressionModel]): VowpalWabbitRegressionModel

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    Definition Classes
    Model

  82. def setPerformanceStatistics(v: DataFrame): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  83. def setPredictionCol(value: String): VowpalWabbitRegressionModel

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    Definition Classes
    PredictionModel

  84. def setTestArgs(value: String): VowpalWabbitRegressionModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  85. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  86. val testArgs: Param[String]

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    Definition Classes
    VowpalWabbitBaseModel

  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  88. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    PredictionModel → Transformer

  89. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  90. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  91. def transformImpl(dataset: Dataset[_]): DataFrame

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    Attributes
    protected
    Definition Classes
    VowpalWabbitRegressionModel → PredictionModel

  92. def transformImplInternal(dataset: Dataset[_]): DataFrame

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  93. def transformSchema(schema: StructType): StructType

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    Definition Classes
    PredictionModel → PipelineStage

  94. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  95. val uid: String

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    Definition Classes
    VowpalWabbitRegressionModel → Identifiable

  96. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

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    Attributes
    protected
    Definition Classes
    PredictorParams

  97. lazy val vw: VowpalWabbitNative

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    Definition Classes
    VowpalWabbitBaseModel

  98. lazy val vwArgs: VowpalWabbitArguments

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    Definition Classes
    VowpalWabbitBaseModel

  99. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  100. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  101. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  102. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from VowpalWabbitBaseModel

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasAdditionalFeatures

Inherited from Wrappable

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