org.apache.spark.ml.odkl

LinearModelParams

trait LinearModelParams extends PredictorParams

Linear Supertypes
PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LinearEstimator, LinearModel, LinearRegressionModel, LinearRegressionSGD, LinearRegressor, LogisticRegressionLBFSG, LogisticRegressionModel
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Inherited
  1. LinearModelParams
  2. PredictorParams
  3. HasPredictionCol
  4. HasFeaturesCol
  5. HasLabelCol
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Definition Classes
    Params

  2. 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[_]): LinearModelParams.this.type

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  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]

    Definition Classes
    HasFeaturesCol

  19. def finalize(): Unit

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

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  23. final def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol

  24. final def getLabelCol: String

    Definition Classes
    HasLabelCol

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  27. final def getPredictionCol: String

    Definition Classes
    HasPredictionCol

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

    Definition Classes
    Params

  29. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  30. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  32. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  34. final val labelCol: Param[String]

    Definition Classes
    HasLabelCol

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

    Definition Classes
    AnyRef

  36. final def notify(): Unit

    Definition Classes
    AnyRef

  37. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    Params

  39. final val predictionCol: Param[String]

    Definition Classes
    HasPredictionCol

  40. final def set(paramPair: ParamPair[_]): LinearModelParams.this.type

    Attributes
    protected
    Definition Classes
    Params

  41. final def set(param: String, value: Any): LinearModelParams.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

  43. final def setDefault(paramPairs: ParamPair[_]*): LinearModelParams.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    AnyRef

  46. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  47. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

    Attributes
    protected
    Definition Classes
    PredictorParams

  48. def validateParams(): Unit

    Definition Classes
    Params

  49. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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