Trait/Object

org.apache.spark.ml.odkl

ModelWithSummary

Related Docs: object ModelWithSummary | package odkl

Permalink

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
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def create(): M

    Permalink
    Attributes
    protected

  2. abstract def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

    Permalink
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  4. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def clear(param: Param[_]): ModelWithSummary.this.type

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

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

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

    Permalink

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

    Permalink

  10. def copy(extra: ParamMap): M

    Permalink
    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  13. def disableSaveSummary(): ModelWithSummary[M]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  17. def explainParams(): String

    Permalink
    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  20. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  27. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  28. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  29. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  30. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  32. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  33. def isSaveSummaryEnabled: Boolean

    Permalink

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

    Permalink
    Definition Classes
    Params

  35. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  36. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  43. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    AnyRef

  49. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  50. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  52. var parent: Estimator[M]

    Permalink
    Definition Classes
    Model

  53. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Model

  60. def summary: ModelSummary

    Permalink

  61. val summaryParam: Param[ModelSummary]

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  63. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  64. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  67. final def wait(): Unit

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

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

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

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

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

  70. def write: WithSummaryWriter[M]

    Permalink
    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