class VowpalWabbitGeneric extends Estimator[VowpalWabbitGenericModel] with VowpalWabbitBaseLearner with HasInputCol with SynapseMLLogging

This Estimator supports driving VW using VW-style examples (e.g. 0 |a b c)

Linear Supertypes
SynapseMLLogging, HasInputCol, VowpalWabbitBaseLearner, VowpalWabbitBase, ComplexParamsWritable, MLWritable, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Estimator[VowpalWabbitGenericModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitGeneric
  2. SynapseMLLogging
  3. HasInputCol
  4. VowpalWabbitBaseLearner
  5. VowpalWabbitBase
  6. ComplexParamsWritable
  7. MLWritable
  8. Wrappable
  9. DotnetWrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  13. Estimator
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase

Value Members

  1. final def clear(param: Param[_]): VowpalWabbitGeneric.this.type
    Definition Classes
    Params
  2. def copy(extra: ParamMap): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitGeneric → Estimator → PipelineStage → Params
  3. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. def fit(dataset: Dataset[_]): VowpalWabbitGenericModel
    Definition Classes
    VowpalWabbitGeneric → Estimator
  9. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[VowpalWabbitGenericModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  10. def fit(dataset: Dataset[_], paramMap: ParamMap): VowpalWabbitGenericModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  11. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): VowpalWabbitGenericModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  12. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  15. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  16. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  17. def getInputCol: String

    Definition Classes
    HasInputCol
  18. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  19. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  20. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  21. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  22. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  23. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  24. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  25. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  26. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  27. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  28. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  29. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  30. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  31. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  32. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  33. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  34. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  35. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  36. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  37. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  38. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  39. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  40. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  41. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  42. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  43. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  44. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  45. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  46. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  47. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  48. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  49. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  50. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  51. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  52. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  53. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  54. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  55. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  56. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  57. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  58. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  59. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  60. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  61. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  62. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  63. final def set[T](param: Param[T], value: T): VowpalWabbitGeneric.this.type
    Definition Classes
    Params
  64. def setHashSeed(value: Int): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  65. def setIgnoreNamespaces(value: String): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  66. def setInitialModel(value: Array[Byte]): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  67. def setInputCol(value: String): VowpalWabbitGeneric.this.type

    Definition Classes
    HasInputCol
  68. def setInteractions(value: Array[String]): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  69. def setL1(value: Double): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  70. def setL2(value: Double): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  71. def setLearningRate(value: Double): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  72. def setNumBits(value: Int): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  73. def setNumPasses(value: Int): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  74. def setNumSyncsPerPass(value: Int): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  75. def setPassThroughArgs(value: String): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  76. def setPowerT(value: Double): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  77. def setPredictionIdCol(value: String): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  78. def setSplitCol(value: String): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  79. def setSplitColValues(value: Array[String]): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  80. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
  81. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  82. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  83. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  84. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitGeneric → PipelineStage
  85. val uid: String
    Definition Classes
    VowpalWabbitGeneric → SynapseMLLogging → Identifiable
  86. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  87. 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): VowpalWabbitGeneric.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.