class VowpalWabbitClassificationModel extends ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel] with VowpalWabbitBaseModelSpark with ComplexParamsWritable with Wrappable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, ComplexParamsWritable, MLWritable, VowpalWabbitBaseModelSpark, HasAdditionalFeatures, VowpalWabbitBaseModel, ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel], ProbabilisticClassifierParams, HasThresholds, HasProbabilityCol, ClassificationModel[Row, VowpalWabbitClassificationModel], ClassifierParams, HasRawPredictionCol, PredictionModel[Row, VowpalWabbitClassificationModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Model[VowpalWabbitClassificationModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitClassificationModel
  2. SynapseMLLogging
  3. Wrappable
  4. DotnetWrappable
  5. RWrappable
  6. PythonWrappable
  7. BaseWrappable
  8. ComplexParamsWritable
  9. MLWritable
  10. VowpalWabbitBaseModelSpark
  11. HasAdditionalFeatures
  12. VowpalWabbitBaseModel
  13. ProbabilisticClassificationModel
  14. ProbabilisticClassifierParams
  15. HasThresholds
  16. HasProbabilityCol
  17. ClassificationModel
  18. ClassifierParams
  19. HasRawPredictionCol
  20. PredictionModel
  21. PredictorParams
  22. HasPredictionCol
  23. HasFeaturesCol
  24. HasLabelCol
  25. Model
  26. Transformer
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitClassificationModel()
  2. new VowpalWabbitClassificationModel(uid: String)

Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    Params
  3. def copy(extra: ParamMap): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitClassificationModel → Model → Transformer → PipelineStage → Params
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. lazy val example: VowpalWabbitExample
    Definition Classes
    VowpalWabbitBaseModelSpark
    Annotations
    @transient()
  6. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  7. def explainParams(): String
    Definition Classes
    Params
  8. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  9. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  10. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  13. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  15. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  16. def getModel: Array[Byte]
    Definition Classes
    VowpalWabbitBaseModel
  17. def getNumClassesModel: Int
  18. def getOneStepAheadPredictions: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  19. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  20. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  21. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  22. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  23. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  24. final def getProbabilityCol: String
    Definition Classes
    HasProbabilityCol
  25. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  26. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  27. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  28. def getThresholds: Array[Double]
    Definition Classes
    HasThresholds
  29. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  30. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  31. def hasParent: Boolean
    Definition Classes
    Model
  32. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  33. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  34. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  35. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  36. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  37. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  38. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  39. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  40. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  41. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  42. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  43. def numClasses: Int
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel
  44. val numClassesModel: IntParam
  45. def numFeatures: Int
    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )
  46. val oneStepAheadPredictions: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  47. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  48. var parent: Estimator[VowpalWabbitClassificationModel]
    Definition Classes
    Model
  49. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  50. def predict(features: Row): Double
    Definition Classes
    ClassificationModel → PredictionModel
  51. def predictProbability(features: Row): Vector
    Definition Classes
    ProbabilisticClassificationModel
    Annotations
    @Since( "3.0.0" )
  52. def predictRaw(features: Row): Vector
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel
  53. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  54. final val probabilityCol: Param[String]
    Definition Classes
    HasProbabilityCol
  55. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  56. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  57. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  58. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  59. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  60. final def set[T](param: Param[T], value: T): VowpalWabbitClassificationModel.this.type
    Definition Classes
    Params
  61. def setAdditionalFeatures(value: Array[String]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    HasAdditionalFeatures
  62. def setFeaturesCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    PredictionModel
  63. def setModel(v: Array[Byte]): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  64. def setNumClassesModel(value: Int): VowpalWabbitClassificationModel.this.type
  65. def setOneStepAheadPredictions(v: DataFrame): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  66. def setParent(parent: Estimator[VowpalWabbitClassificationModel]): VowpalWabbitClassificationModel
    Definition Classes
    Model
  67. def setPerformanceStatistics(v: DataFrame): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  68. def setPredictionCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    PredictionModel
  69. def setProbabilityCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    ProbabilisticClassificationModel
  70. def setRawPredictionCol(value: String): VowpalWabbitClassificationModel
    Definition Classes
    ClassificationModel
  71. def setTestArgs(value: String): VowpalWabbitClassificationModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  72. def setThresholds(value: Array[Double]): VowpalWabbitClassificationModel
    Definition Classes
    ProbabilisticClassificationModel
  73. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  74. val thresholds: DoubleArrayParam
    Definition Classes
    HasThresholds
  75. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  76. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel → ClassificationModel → PredictionModel → Transformer
  77. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  78. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  79. final def transformImpl(dataset: Dataset[_]): DataFrame
    Definition Classes
    ClassificationModel → PredictionModel
  80. def transformSchema(schema: StructType): StructType
    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel → PredictionModel → PipelineStage
  81. val uid: String
    Definition Classes
    VowpalWabbitClassificationModel → SynapseMLLogging → Identifiable
  82. val vowpalWabbitPredictionCol: String

    Store the detailed prediction output of VW

    Store the detailed prediction output of VW

    Definition Classes
    VowpalWabbitBaseModelSpark
  83. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  84. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  85. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable