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com.microsoft.azure.synapse.ml.vw

VowpalWabbitBaseSpark

trait VowpalWabbitBaseSpark extends VowpalWabbitBaseLearner with HasLabelCol with HasWeightCol with HasFeaturesCol with HasAdditionalFeatures

* Base implementation for estimators that use Spark-based features (e.g. SparkML vectors)

Linear Supertypes
HasAdditionalFeatures, HasFeaturesCol, HasWeightCol, HasLabelCol, VowpalWabbitBaseLearner, VowpalWabbitBase, Logging, ComplexParamsWritable, MLWritable, 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. VowpalWabbitBaseSpark
  2. HasAdditionalFeatures
  3. HasFeaturesCol
  4. HasWeightCol
  5. HasLabelCol
  6. VowpalWabbitBaseLearner
  7. VowpalWabbitBase
  8. Logging
  9. ComplexParamsWritable
  10. MLWritable
  11. Wrappable
  12. DotnetWrappable
  13. RWrappable
  14. PythonWrappable
  15. BaseWrappable
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. type VowpalWabbitLabelSetFunc = (Row, VowpalWabbitExample) ⇒ Unit

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitBaseSpark.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 val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  9. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  13. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  14. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  15. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  16. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  17. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  18. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  19. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  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. def getWeightCol: String

    Definition Classes
    HasWeightCol
  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 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. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  45. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  46. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  47. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  48. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  49. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  50. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  51. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  52. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  53. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  54. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  55. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  56. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  57. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  58. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  59. final def set[T](param: Param[T], value: T): VowpalWabbitBaseSpark.this.type
    Definition Classes
    Params
  60. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    HasAdditionalFeatures
  61. def setHashSeed(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  62. def setIgnoreNamespaces(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  63. def setInitialModel(value: Array[Byte]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  64. def setInteractions(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  65. def setL1(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  66. def setL2(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  67. def setLearningRate(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  68. def setNumBits(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  69. def setNumPasses(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  70. def setNumSyncsPerPass(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  71. def setPassThroughArgs(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  72. def setPowerT(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  73. def setPredictionIdCol(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  74. def setSplitCol(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  75. def setSplitColValues(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  76. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  77. def setWeightCol(value: String): VowpalWabbitBaseSpark.this.type

    Definition Classes
    HasWeightCol
  78. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  79. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  80. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  81. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  82. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  83. 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): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.