Class/Object

com.microsoft.ml.spark.vw

VowpalWabbitRegressorModel

Related Docs: object VowpalWabbitRegressorModel | package vw

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

Linear Supertypes
VowpalWabbitBaseModel, ComplexParamsWritable, MLWritable, HasAdditionalFeatures, Wrappable, HasRawPredictionCol, RegressionModel[Row, VowpalWabbitRegressorModel], PredictionModel[Row, VowpalWabbitRegressorModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Model[VowpalWabbitRegressorModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. VowpalWabbitRegressorModel
  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 VowpalWabbitRegressorModel(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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): VowpalWabbitRegressorModel.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): VowpalWabbitRegressorModel.this.type

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    Definition Classes
    VowpalWabbitRegressorModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. lazy val example: VowpalWabbitExample

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  19. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  20. def featuresDataType: DataType

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    Attributes
    protected
    Definition Classes
    PredictionModel

  21. def finalize(): Unit

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

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

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    Definition Classes
    Params

  23. def getAdditionalFeatures: Array[String]

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    Definition Classes
    HasAdditionalFeatures

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  27. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  28. def getModel: Array[Byte]

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  32. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hasParent: Boolean

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    Definition Classes
    Model

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  43. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  44. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  56. val model: ByteArrayParam

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    AnyRef

  58. final def notify(): Unit

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    Definition Classes
    AnyRef

  59. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  60. def numFeatures: Int

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    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )

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

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    Definition Classes
    Params

  62. var parent: Estimator[VowpalWabbitRegressorModel]

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    Definition Classes
    Model

  63. def predict(features: Row): Double

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    Definition Classes
    VowpalWabbitRegressorModel → PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  65. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  66. final val rawPredictionCol: Param[String]

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    Definition Classes
    HasRawPredictionCol

  67. def save(path: String): Unit

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

  68. final def set(paramPair: ParamPair[_]): VowpalWabbitRegressorModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  69. final def set(param: String, value: Any): VowpalWabbitRegressorModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  71. def setAdditionalFeatures(value: Array[String]): VowpalWabbitRegressorModel.this.type

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    Definition Classes
    HasAdditionalFeatures

  72. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitRegressorModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  74. def setFeaturesCol(value: String): VowpalWabbitRegressorModel

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    Definition Classes
    PredictionModel

  75. def setModel(v: Array[Byte]): VowpalWabbitRegressorModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  76. def setParent(parent: Estimator[VowpalWabbitRegressorModel]): VowpalWabbitRegressorModel

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    Definition Classes
    Model

  77. def setPredictionCol(value: String): VowpalWabbitRegressorModel

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    Definition Classes
    PredictionModel

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

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    Definition Classes
    AnyRef

  79. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    PredictionModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitRegressorModel → PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  85. def transformSchema(schema: StructType): StructType

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    Definition Classes
    PredictionModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  87. val uid: String

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    Definition Classes
    VowpalWabbitRegressorModel → Identifiable

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

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    Attributes
    protected
    Definition Classes
    PredictorParams

  89. lazy val vw: VowpalWabbitNative

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    Definition Classes
    VowpalWabbitBaseModel

  90. lazy val vwArgs: VowpalWabbitArguments

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    Definition Classes
    VowpalWabbitBaseModel

  91. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  94. 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, VowpalWabbitRegressorModel]

Inherited from PredictionModel[Row, VowpalWabbitRegressorModel]

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Model[VowpalWabbitRegressorModel]

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