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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, 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. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 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. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  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. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  12. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  13. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  14. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  15. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  16. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  17. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  18. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  19. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  20. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  21. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  22. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  23. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  24. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  25. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  26. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  27. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  28. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  29. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  30. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  31. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  32. def getWeightCol: String

    Definition Classes
    HasWeightCol
  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 interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  39. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  40. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  41. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  42. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  43. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  44. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  45. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  46. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  47. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  48. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  49. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  50. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  51. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  52. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  53. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  54. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  55. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  56. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  57. final def set[T](param: Param[T], value: T): VowpalWabbitBaseSpark.this.type
    Definition Classes
    Params
  58. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    HasAdditionalFeatures
  59. def setHashSeed(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  60. def setIgnoreNamespaces(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  61. def setInitialModel(value: Array[Byte]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  62. def setInteractions(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  63. def setL1(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  64. def setL2(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  65. def setLearningRate(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  66. def setNumBits(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  67. def setNumPasses(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  68. def setNumSyncsPerPass(value: Int): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  69. def setPassThroughArgs(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  70. def setPowerT(value: Double): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  71. def setPredictionIdCol(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  72. def setSplitCol(value: String): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  73. def setSplitColValues(value: Array[String]): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  74. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitBaseSpark.this.type
    Definition Classes
    VowpalWabbitBase
  75. def setWeightCol(value: String): VowpalWabbitBaseSpark.this.type

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

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  81. 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'.