Class/Object

com.microsoft.ml.spark.vw

VowpalWabbitInteractions

Related Docs: object VowpalWabbitInteractions | package vw

Permalink

class VowpalWabbitInteractions extends Transformer with HasInputCols with HasOutputCol with HasNumBits with HasSumCollisions with Wrappable with ComplexParamsWritable

This transformer is not intended to be used with VW classifier or regressor, but rather to bring sparse interaction concept to other SparkML learners (e.g. LR).

Linear Supertypes
ComplexParamsWritable, MLWritable, Wrappable, HasAdditionalPythonMethods, HasSumCollisions, HasNumBits, HasOutputCol, HasInputCols, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. VowpalWabbitInteractions
  2. ComplexParamsWritable
  3. MLWritable
  4. Wrappable
  5. HasAdditionalPythonMethods
  6. HasSumCollisions
  7. HasNumBits
  8. HasOutputCol
  9. HasInputCols
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitInteractions()

    Permalink
  2. new VowpalWabbitInteractions(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  5. def additionalPythonMethods(): String

    Permalink
    Definition Classes
    HasAdditionalPythonMethods
  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  7. final def clear(param: Param[_]): VowpalWabbitInteractions.this.type

    Permalink
    Definition Classes
    Params
  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def copy(extra: ParamMap): VowpalWabbitFeaturizer

    Permalink
    Definition Classes
    VowpalWabbitInteractions → Transformer → PipelineStage → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  11. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  12. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  14. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  15. def explainParams(): String

    Permalink
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  20. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  21. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  22. def getInputCols: Array[String]

    Permalink

    Definition Classes
    HasInputCols
  23. def getMask: Int

    Permalink

    returns

    the bitmask used to constrain the hash feature indices.

    Attributes
    protected
    Definition Classes
    HasNumBits
  24. def getNumBits: Int

    Permalink
    Definition Classes
    HasNumBits
  25. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  26. def getOutputCol: String

    Permalink

    Definition Classes
    HasOutputCol
  27. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  28. def getSumCollisions: Boolean

    Permalink
    Definition Classes
    HasSumCollisions
  29. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params
  30. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params
  31. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  32. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  33. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  34. val inputCols: StringArrayParam

    Permalink

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  35. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  36. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  37. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  38. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  39. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  40. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  41. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  42. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  43. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  44. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  45. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  46. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  47. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  48. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  49. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  50. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  51. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  52. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  53. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  54. val numBits: IntParam

    Permalink
    Definition Classes
    HasNumBits
  55. val outputCol: Param[String]

    Permalink

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  56. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  57. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  58. final def set(paramPair: ParamPair[_]): VowpalWabbitInteractions.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  59. final def set(param: String, value: Any): VowpalWabbitInteractions.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  60. final def set[T](param: Param[T], value: T): VowpalWabbitInteractions.this.type

    Permalink
    Definition Classes
    Params
  61. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitInteractions.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  62. final def setDefault[T](param: Param[T], value: T): VowpalWabbitInteractions.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  63. def setInputCols(value: Array[String]): VowpalWabbitInteractions.this.type

    Permalink

    Definition Classes
    HasInputCols
  64. def setNumBits(value: Int): VowpalWabbitInteractions.this.type

    Permalink
    Definition Classes
    HasNumBits
  65. def setOutputCol(value: String): VowpalWabbitInteractions.this.type

    Permalink

    Definition Classes
    HasOutputCol
  66. def setSumCollisions(value: Boolean): VowpalWabbitInteractions.this.type

    Permalink
    Definition Classes
    HasSumCollisions
  67. val sumCollisions: BooleanParam

    Permalink
    Definition Classes
    HasSumCollisions
  68. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  69. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  70. def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    VowpalWabbitInteractions → Transformer
  71. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  72. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  73. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    VowpalWabbitInteractions → PipelineStage
  74. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  75. val uid: String

    Permalink
    Definition Classes
    VowpalWabbitInteractions → Identifiable
  76. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  77. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  78. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  79. def write: MLWriter

    Permalink
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from HasSumCollisions

Inherited from HasNumBits

Inherited from HasOutputCol

Inherited from HasInputCols

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped