org.apache.spark.ml.odkl

ModelWithSummary

trait ModelWithSummary[M <: ModelWithSummary[M]] extends Model[M] with MLWritable

Model which has a summary. Includes support for reading and wirting summary blocks.

Linear Supertypes
MLWritable, Model[M], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CombinedLinearModelUnwrappedFeatureSelector, CombinedModel, GenericFeatureSelector, LinearCombinationModel, LinearModel, LinearModelUnwrappedFeatureSelector, LinearRegressionModel, LogisticRegressionModel, MLWrapperModel, MultiClassCombinationModel, MultiClassCombinationModelBase, PipelinedFeatureSelector, SelectingModel
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. ModelWithSummary
  2. MLWritable
  3. Model
  4. Transformer
  5. PipelineStage
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def create(): M

    Attributes
    protected

  2. abstract def transform(dataset: DataFrame): DataFrame

    Definition Classes
    Transformer

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

    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  4. 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[_]): ModelWithSummary.this.type

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copy(summary: ModelSummary, params: ParamMap): M

  11. def copy(blocks: Map[Block, DataFrame], params: ParamMap = ParamMap()): M

  12. def copy(extra: ParamMap): M

    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  14. final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  15. def disableSaveSummary(): ModelWithSummary[M]

  16. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  19. def explainParams(): String

    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  22. def finalize(): Unit

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

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  29. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  30. def hasParent: Boolean

    Definition Classes
    Model

  31. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  33. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  34. def isSaveSummaryEnabled: Boolean

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

    Definition Classes
    Params

  36. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  37. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  44. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  50. final def notify(): Unit

    Definition Classes
    AnyRef

  51. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    Params

  53. var parent: Estimator[M]

    Definition Classes
    Model

  54. def save(path: String): Unit

    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  55. final def set(paramPair: ParamPair[_]): ModelWithSummary.this.type

    Attributes
    protected
    Definition Classes
    Params

  56. final def set(param: String, value: Any): ModelWithSummary.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

  58. final def setDefault(paramPairs: ParamPair[_]*): ModelWithSummary.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

  60. def setParent(parent: Estimator[M]): M

    Definition Classes
    Model

  61. def summary: ModelSummary

  62. val summaryParam: Param[ModelSummary]

    Attributes
    protected

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

    Definition Classes
    AnyRef

  64. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  65. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

  66. def transform(dataset: DataFrame, firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Definition Classes
    Transformer
    Annotations
    @varargs()

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  68. def validateParams(): Unit

    Definition Classes
    Params

  69. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  72. def write: WithSummaryWriter[M]

    Definition Classes
    ModelWithSummary → MLWritable

Inherited from MLWritable

Inherited from Model[M]

Inherited from Transformer

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