org.apache.spark.ml

DLEstimatorBase

abstract class DLEstimatorBase[Learner <: DLEstimatorBase[Learner, M], M <: DLTransformerBase[M]] extends Estimator[M] with HasLabelCol

A wrapper from org.apache.spark.ml.Estimator Extends MLEstimator and override process to gain compatibility with both spark 1.5 and spark 2.0.

Linear Supertypes
HasLabelCol, Estimator[M], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DLEstimatorBase
  2. HasLabelCol
  3. Estimator
  4. PipelineStage
  5. Logging
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Instance Constructors

  1. new DLEstimatorBase()

Abstract Value Members

  1. abstract def internalFit(dataFrame: DataFrame): M

    Attributes
    protected

  2. abstract def transformSchema(schema: StructType): StructType

    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  3. abstract val uid: String

    Definition Classes
    Identifiable

Concrete 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[_]): DLEstimatorBase.this.type

    Attributes
    protected
    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copy(extra: ParamMap): Learner

    Definition Classes
    DLEstimatorBase → 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 def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  16. def explainParams(): String

    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  19. def finalize(): Unit

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

  20. def fit(dataFrame: DataFrame): M

    Definition Classes
    DLEstimatorBase → Estimator

  21. def fit(dataset: DataFrame, paramMaps: Array[ParamMap]): Seq[M]

    Definition Classes
    Estimator

  22. def fit(dataset: DataFrame, paramMap: ParamMap): M

    Definition Classes
    Estimator

  23. def fit(dataset: DataFrame, firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): M

    Definition Classes
    Estimator
    Annotations
    @varargs()

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

  26. final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes
    Params

  27. final def getLabelCol: String

    Definition Classes
    HasLabelCol

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

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  31. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  32. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  34. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  36. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  37. final val labelCol: Param[String]

    Definition Classes
    HasLabelCol

  38. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  45. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  51. final def notify(): Unit

    Definition Classes
    AnyRef

  52. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    AnyRef

  60. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  62. def validateParams(): Unit

    Definition Classes
    Params

  63. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasLabelCol

Inherited from Estimator[M]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped