Class

org.isarnproject.pipelines

TDigestFI

Related Doc: package pipelines

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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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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()

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  2. new TDigestFI(uid: String)

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Value Members

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

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

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

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

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    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): TDigestFI.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copy(extra: ParamMap): Estimator[TDigestFIModel]

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    Definition Classes
    TDigestFI → Estimator → PipelineStage → Params
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    Params
  11. final val delta: DoubleParam

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    TDigest compression parameter.

    TDigest compression parameter. Defaults to 0.5

    Definition Classes
    TDigestParams
  12. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  15. def explainParams(): String

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

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

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    Definition Classes
    Params
  18. final val featuresCol: Param[String]

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    Column containing feature vectors.

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

    Definition Classes
    HasFeaturesCol
  19. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. def fit(data: Dataset[_]): TDigestFIModel

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    Definition Classes
    TDigestFI → Estimator
  21. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[TDigestFIModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  22. def fit(dataset: Dataset[_], paramMap: ParamMap): TDigestFIModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  23. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TDigestFIModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  24. final def get[T](param: Param[T]): Option[T]

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

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

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    Definition Classes
    Params
  27. final def getDelta: Double

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    Definition Classes
    TDigestParams
  28. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  29. final def getMaxDiscrete: Int

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    Definition Classes
    TDigestParams
  30. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  31. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  32. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  34. def hashCode(): Int

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  37. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  40. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  41. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  53. final val maxDiscrete: IntParam

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    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

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    Definition Classes
    AnyRef
  55. final def notify(): Unit

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    Definition Classes
    AnyRef
  56. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  57. lazy val params: Array[Param[_]]

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

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

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    Attributes
    protected
    Definition Classes
    Params
  60. final def set(param: String, value: Any): TDigestFI.this.type

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

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    Definition Classes
    Params
  62. final def setDefault(paramPairs: ParamPair[_]*): TDigestFI.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  64. final def setDelta(value: Double): TDigestFI.this.type

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    Definition Classes
    TDigestParams
  65. final def setFeaturesCol(value: String): TDigestFI.this.type

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    Definition Classes
    HasFeaturesCol
  66. final def setMaxDiscrete(value: Int): TDigestFI.this.type

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    Definition Classes
    TDigestParams
  67. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  68. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  69. def transformSchema(schema: StructType): StructType

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    Definition Classes
    TDigestFI → PipelineStage
  70. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    TDigestFI → Identifiable
  72. final def wait(): Unit

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

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

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

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    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

Ungrouped