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, 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. RWrappable
  10. PythonWrappable
  11. BaseWrappable
  12. Estimator
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 explainParam(param: Param[_]): String
    Definition Classes
    Params
  4. def explainParams(): String
    Definition Classes
    Params
  5. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  6. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  7. def fit(dataset: Dataset[_]): VowpalWabbitGenericModel
    Definition Classes
    VowpalWabbitGeneric → Estimator
  8. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[VowpalWabbitGenericModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  9. def fit(dataset: Dataset[_], paramMap: ParamMap): VowpalWabbitGenericModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  10. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): VowpalWabbitGenericModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  14. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  15. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  16. def getInputCol: String

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

    The name of the input column

    The name of the input column

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

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