org.isarnproject.pipelines

TDigestFI

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
Ordering
  1. Alphabetic
  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
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new TDigestFI()

  2. new TDigestFI(uid: String)

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

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

    Attributes
    protected
    Definition Classes
    Params
  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  6. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  7. final def asInstanceOf[T0]: T0

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

    Definition Classes
    Params
  9. def clone(): AnyRef

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

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

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

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

    TDigest compression parameter.

    TDigest compression parameter. Defaults to 0.5

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

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

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

    Definition Classes
    Params
  17. def explainParams(): String

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

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

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

    Column containing feature vectors.

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

    Definition Classes
    HasFeaturesCol
  21. def finalize(): Unit

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

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

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

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

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

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

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

    Definition Classes
    Params
  29. final def getDelta: Double

    Definition Classes
    TDigestParams
  30. final def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol
  31. final def getMaxDiscrete: Int

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

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

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

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

    Definition Classes
    Params
  36. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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

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

    Definition Classes
    Params
  41. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  42. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  49. def logName: String

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  54. 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
  55. final def ne(arg0: AnyRef): Boolean

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

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

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

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

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

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

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

    Definition Classes
    Params
  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 setDelta(value: Double): TDigestFI.this.type

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

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

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

    Definition Classes
    AnyRef
  69. def toString(): String

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

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

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

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

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  76. 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

Ungrouped