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com.microsoft.azure.synapse.ml.vw

VowpalWabbitBase

trait VowpalWabbitBase extends Wrappable with HasWeightCol with HasAdditionalFeatures with Logging

Base implementation of VowpalWabbit learners.

Note

parameters that regularly are swept through are exposed as proper parameters.

Linear Supertypes
Logging, HasAdditionalFeatures, HasWeightCol, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitClassifier, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditBase, VowpalWabbitContextualBanditModel, VowpalWabbitRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. VowpalWabbitBase
  2. Logging
  3. HasAdditionalFeatures
  4. HasWeightCol
  5. Wrappable
  6. DotnetWrappable
  7. RWrappable
  8. PythonWrappable
  9. BaseWrappable
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
  2. class TrainContext extends AnyRef

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract def featuresCol: Param[String]
  3. abstract def getFeaturesCol: String
  4. abstract def getLabelCol: String
  5. abstract def labelCol: Param[String]
  6. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitBase.this.type
    Definition Classes
    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. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  10. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  11. def getHashSeed: Int
  12. def getIgnoreNamespaces: String
  13. def getInitialModel: Array[Byte]
  14. def getInteractions: Array[String]
  15. def getL1: Double
  16. def getL2: Double
  17. def getLearningRate: Double
  18. def getNumBits: Int
  19. def getNumPasses: Int
  20. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  21. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  22. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  23. def getPassThroughArgs: String
  24. def getPowerT: Double
  25. def getUseBarrierExecutionMode: Boolean
  26. def getWeightCol: String

    Definition Classes
    HasWeightCol
  27. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  28. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  29. val hashSeed: IntParam
  30. val ignoreNamespaces: Param[String]
  31. val initialModel: ByteArrayParam
  32. val interactions: StringArrayParam
  33. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  34. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  35. val l1: DoubleParam
  36. val l2: DoubleParam
  37. val learningRate: DoubleParam
  38. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  39. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  40. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  41. val numBits: IntParam
  42. val numPasses: IntParam
  43. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  44. val passThroughArgs: Param[String]
  45. val powerT: DoubleParam
  46. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  47. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  48. final def set[T](param: Param[T], value: T): VowpalWabbitBase.this.type
    Definition Classes
    Params
  49. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBase.this.type
    Definition Classes
    HasAdditionalFeatures
  50. def setHashSeed(value: Int): VowpalWabbitBase.this.type
  51. def setIgnoreNamespaces(value: String): VowpalWabbitBase.this.type
  52. def setInitialModel(value: Array[Byte]): VowpalWabbitBase.this.type
  53. def setInteractions(value: Array[String]): VowpalWabbitBase.this.type
  54. def setL1(value: Double): VowpalWabbitBase.this.type
  55. def setL2(value: Double): VowpalWabbitBase.this.type
  56. def setLearningRate(value: Double): VowpalWabbitBase.this.type
  57. def setNumBits(value: Int): VowpalWabbitBase.this.type
  58. def setNumPasses(value: Int): VowpalWabbitBase.this.type
  59. def setPassThroughArgs(value: String): VowpalWabbitBase.this.type
  60. def setPowerT(value: Double): VowpalWabbitBase.this.type
  61. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitBase.this.type
  62. def setWeightCol(value: String): VowpalWabbitBase.this.type

    Definition Classes
    HasWeightCol
  63. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  64. val useBarrierExecutionMode: BooleanParam
  65. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol

Deprecated Value Members

  1. def getArgs: String
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

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

    (Since version 0.9.6) Please use 'setPassThroughArgs'.