Packages

class TDigestFI extends Estimator[TDigestFIModel] with TDigestFIParams

An Estimator for creating a TDigestFI model from feature data.

Linear Supertypes
TDigestFIParams, HasFeaturesCol, TDigestParams, DefaultParamsWritable, MLWritable, Estimator[TDigestFIModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. TDigestFI
  2. TDigestFIParams
  3. HasFeaturesCol
  4. TDigestParams
  5. DefaultParamsWritable
  6. MLWritable
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new TDigestFI()
  2. new TDigestFI(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): TDigestFI.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. final val compression: DoubleParam

    TDigest compression parameter.

    TDigest compression parameter. Defaults to 0.5

    Definition Classes
    TDigestParams
  9. def copy(extra: ParamMap): Estimator[TDigestFIModel]
    Definition Classes
    TDigestFI → Estimator → PipelineStage → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  14. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  15. def explainParams(): String
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  18. final val featuresCol: Param[String]

    Column containing feature vectors.

    Column containing feature vectors. Expected type is ML Vector. Defaults to "features"

    Definition Classes
    HasFeaturesCol
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. def fit(data: Dataset[_]): TDigestFIModel
    Definition Classes
    TDigestFI → Estimator
  21. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[TDigestFIModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  22. def fit(dataset: Dataset[_], paramMap: ParamMap): TDigestFIModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  23. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TDigestFIModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  24. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  26. final def getCompression: Double
    Definition Classes
    TDigestParams
  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  29. final def getMaxDiscrete: Int
    Definition Classes
    TDigestParams
  30. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  31. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  32. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  33. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  34. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  35. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  36. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  39. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  40. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  41. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  42. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  43. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  44. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  45. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  46. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  47. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  48. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  49. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  53. final val maxDiscrete: IntParam

    Maximum number of discrete values to sketch before transitioning to continuous mode Defaults to 0

    Maximum number of discrete values to sketch before transitioning to continuous mode Defaults to 0

    Definition Classes
    TDigestParams
  54. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  55. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  56. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  57. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  58. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  59. final def set(paramPair: ParamPair[_]): TDigestFI.this.type
    Attributes
    protected
    Definition Classes
    Params
  60. final def set(param: String, value: Any): TDigestFI.this.type
    Attributes
    protected
    Definition Classes
    Params
  61. final def set[T](param: Param[T], value: T): TDigestFI.this.type
    Definition Classes
    Params
  62. final def setCompression(value: Double): TDigestFI.this.type
    Definition Classes
    TDigestParams
  63. final def setDefault(paramPairs: ParamPair[_]*): TDigestFI.this.type
    Attributes
    protected
    Definition Classes
    Params
  64. final def setDefault[T](param: Param[T], value: T): TDigestFI.this.type
    Attributes
    protected
    Definition Classes
    Params
  65. final def setFeaturesCol(value: String): TDigestFI.this.type
    Definition Classes
    HasFeaturesCol
  66. final def setMaxDiscrete(value: Int): TDigestFI.this.type
    Definition Classes
    TDigestParams
  67. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  68. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  69. def transformSchema(schema: StructType): StructType
    Definition Classes
    TDigestFI → PipelineStage
  70. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  71. val uid: String
    Definition Classes
    TDigestFI → Identifiable
  72. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  73. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  74. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  75. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from TDigestFIParams

Inherited from HasFeaturesCol

Inherited from TDigestParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Estimator[TDigestFIModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

param

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