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

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

    Store the detailed prediction output of VW

    Store the detailed prediction output of VW

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