class VowpalWabbitRegressor extends BaseRegressor[Row, VowpalWabbitRegressor, VowpalWabbitRegressionModel] with VowpalWabbitBase with ComplexParamsWritable with BasicLogging

Linear Supertypes
BasicLogging, ComplexParamsWritable, MLWritable, VowpalWabbitBase, HasAdditionalFeatures, HasWeightCol, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, BaseRegressor[Row, VowpalWabbitRegressor, VowpalWabbitRegressionModel], Regressor[Row, VowpalWabbitRegressor, VowpalWabbitRegressionModel], Predictor[Row, VowpalWabbitRegressor, VowpalWabbitRegressionModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Estimator[VowpalWabbitRegressionModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitRegressor
  2. BasicLogging
  3. ComplexParamsWritable
  4. MLWritable
  5. VowpalWabbitBase
  6. HasAdditionalFeatures
  7. HasWeightCol
  8. Wrappable
  9. DotnetWrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  13. BaseRegressor
  14. Regressor
  15. Predictor
  16. PredictorParams
  17. HasPredictionCol
  18. HasFeaturesCol
  19. HasLabelCol
  20. Estimator
  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 VowpalWabbitRegressor()
  2. new VowpalWabbitRegressor(uid: String)

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. class TrainContext extends AnyRef
    Definition Classes
    VowpalWabbitBase

Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitRegressor.this.type
    Definition Classes
    Params
  3. def copy(extra: ParamMap): VowpalWabbitRegressor
    Definition Classes
    VowpalWabbitRegressor → Predictor → Estimator → PipelineStage → Params
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  6. def explainParams(): String
    Definition Classes
    Params
  7. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  8. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  9. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  10. def fit(dataset: Dataset[_]): VowpalWabbitRegressionModel
    Definition Classes
    Predictor → Estimator
  11. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[VowpalWabbitRegressionModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  12. def fit(dataset: Dataset[_], paramMap: ParamMap): VowpalWabbitRegressionModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  13. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): VowpalWabbitRegressionModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  14. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  15. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  16. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  17. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  18. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  19. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  20. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  21. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  22. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  23. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  24. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  25. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  26. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  27. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  28. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  29. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  30. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  31. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  32. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  33. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  34. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  35. def getWeightCol: String

    Definition Classes
    HasWeightCol
  36. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  37. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  38. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  39. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  40. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  41. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  42. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  43. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  44. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  45. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  46. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  47. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  48. def logClass(): Unit
    Definition Classes
    BasicLogging
  49. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  50. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  51. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  52. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  53. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  54. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  55. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  56. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  57. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  58. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  59. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  60. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  61. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  62. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  63. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  64. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  65. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  66. final def set[T](param: Param[T], value: T): VowpalWabbitRegressor.this.type
    Definition Classes
    Params
  67. def setAdditionalFeatures(value: Array[String]): VowpalWabbitRegressor.this.type
    Definition Classes
    HasAdditionalFeatures
  68. def setFeaturesCol(value: String): VowpalWabbitRegressor
    Definition Classes
    Predictor
  69. def setHashSeed(value: Int): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  70. def setIgnoreNamespaces(value: String): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  71. def setInitialModel(value: Array[Byte]): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  72. def setInteractions(value: Array[String]): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  73. def setL1(value: Double): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  74. def setL2(value: Double): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  75. def setLabelCol(value: String): VowpalWabbitRegressor
    Definition Classes
    Predictor
  76. def setLearningRate(value: Double): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  77. def setNumBits(value: Int): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  78. def setNumPasses(value: Int): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  79. def setPassThroughArgs(value: String): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  80. def setPowerT(value: Double): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  81. def setPredictionCol(value: String): VowpalWabbitRegressor
    Definition Classes
    Predictor
  82. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
  83. def setWeightCol(value: String): VowpalWabbitRegressor.this.type

    Definition Classes
    HasWeightCol
  84. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  85. def train(dataset: Dataset[_]): VowpalWabbitRegressionModel
    Definition Classes
    VowpalWabbitRegressor → Predictor
  86. def transformSchema(schema: StructType): StructType
    Definition Classes
    Predictor → PipelineStage
  87. val uid: String
    Definition Classes
    VowpalWabbitRegressor → BasicLogging → Identifiable
  88. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  89. val ver: String
    Definition Classes
    BasicLogging
  90. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  91. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Deprecated Value Members

  1. def getArgs: String
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

  2. def setArgs(value: String): VowpalWabbitRegressor.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.