Class

org.apache.spark.ml.mleap.feature

MultinomialLabeler

Related Doc: package feature

Permalink

class MultinomialLabeler extends Transformer with HasFeaturesCol with HasProbabilitiesCol with HasLabelsCol

Created by hollinwilkins on 1/18/17.

Linear Supertypes
HasLabelsCol, HasProbabilitiesCol, HasFeaturesCol, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. MultinomialLabeler
  2. HasLabelsCol
  3. HasProbabilitiesCol
  4. HasFeaturesCol
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new MultinomialLabeler(uid: String = ..., model: MultinomialLabelerModel)

    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. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def clear(param: Param[_]): MultinomialLabeler.this.type

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def copy(extra: ParamMap): Transformer

    Permalink
    Definition Classes
    MultinomialLabeler → Transformer → PipelineStage → Params

  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  10. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  13. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  14. def explainParams(): String

    Permalink
    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  17. final val featuresCol: Param[String]

    Permalink
    Definition Classes
    HasFeaturesCol

  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. final def getFeaturesCol: String

    Permalink
    Definition Classes
    HasFeaturesCol

  23. final def getLabelsCol: String

    Permalink

    Definition Classes
    HasLabelsCol

  24. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  25. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  26. final def getProbabilitiesCol: String

    Permalink

    Definition Classes
    HasProbabilitiesCol

  27. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  28. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  29. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  30. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  31. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  32. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  33. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  34. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  35. final val labelsCol: Param[String]

    Permalink

    Param for input column name.

    Param for input column name.

    Definition Classes
    HasLabelsCol

  36. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  37. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  38. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  39. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  40. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  41. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  43. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  44. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  45. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  46. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. val model: MultinomialLabelerModel

    Permalink

  49. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  50. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  51. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  52. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  53. final val probabilitiesCol: Param[String]

    Permalink

    Param for input column name.

    Param for input column name.

    Definition Classes
    HasProbabilitiesCol

  54. final def set(paramPair: ParamPair[_]): MultinomialLabeler.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  55. final def set(param: String, value: Any): MultinomialLabeler.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  56. final def set[T](param: Param[T], value: T): MultinomialLabeler.this.type

    Permalink
    Definition Classes
    Params

  57. final def setDefault(paramPairs: ParamPair[_]*): MultinomialLabeler.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  58. final def setDefault[T](param: Param[T], value: T): MultinomialLabeler.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  59. def setFeaturesCol(value: String): MultinomialLabeler.this.type

    Permalink

  60. def setLabelsCol(value: String): MultinomialLabeler.this.type

    Permalink

  61. def setProbabilitiesCol(value: String): MultinomialLabeler.this.type

    Permalink

  62. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  63. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  64. def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    MultinomialLabeler → Transformer
    Annotations
    @Since( "2.0.0" )

  65. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  66. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  67. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    MultinomialLabeler → PipelineStage
    Annotations
    @DeveloperApi()

  68. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  69. val uid: String

    Permalink
    Definition Classes
    MultinomialLabeler → Identifiable

  70. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  71. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  72. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasLabelsCol

Inherited from HasProbabilitiesCol

Inherited from HasFeaturesCol

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

Ungrouped