Trait

org.apache.spark.ml.odkl

SummarizableEstimator

Related Doc: package odkl

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trait SummarizableEstimator[M <: ModelWithSummary[M]] extends Estimator[M]

Estimator with produces model with summary. Used to simplify chaining.

Linear Supertypes
Estimator[M], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CrossValidator, DSVRGD, DeVectorizedDSVRGD, ForkedEstimator, ForkedEstimatorSameType, ForkedSparkEstimator, GridSearch, GroupedSearch, HyperparametersOptimizer, LinearCombinationModelLearner, LinearDSVRGD, LinearEstimator, LinearMatrixDSVRGD, LinearModelSignificantFeatureSelector, LinearRegression, LinearRegressionSGD, LinearRegressor, LogisticDSVRGD, LogisticMatrixDSVRGD, LogisticRegressionLBFSG, MLWrapper, MatrixLBFGS, MultiClassModelLearner, PerClassModelLearner, PerTypeModelLearner, PipelinedSignificantFeatureSelector, RandomForestClassifier, SignificantFeatureSelector, StochasticHyperopt, UnwrappedStage, XGBoostClassifier, XGBoostRegressor
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Inherited
  1. SummarizableEstimator
  2. Estimator
  3. PipelineStage
  4. Logging
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): SummarizableEstimator[M]

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    Definition Classes
    SummarizableEstimator → Estimator → PipelineStage → Params

  2. abstract def fit(dataset: Dataset[_]): M

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    protected
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    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    protected[java.lang]
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    AnyRef
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    @throws( ... )

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

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    Params

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

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

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    AnyRef

  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  13. def explainParams(): String

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    Params

  14. final def extractParamMap(): ParamMap

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    Params

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

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    Params

  16. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

  17. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[M]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  18. def fit(dataset: Dataset[_], paramMap: ParamMap): M

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Params

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

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    Params

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

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

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  26. def hasParam(paramName: String): Boolean

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    Params

  27. def hashCode(): Int

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    AnyRef → Any

  28. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Logging

  29. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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  31. final def isInstanceOf[T0]: Boolean

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    Any

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

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  33. def isTraceEnabled(): Boolean

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    Logging

  34. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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

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

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

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  41. def logName: String

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

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

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

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

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

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    AnyRef

  47. final def notify(): Unit

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    AnyRef

  48. final def notifyAll(): Unit

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    AnyRef

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

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    Params

  50. final def set(paramPair: ParamPair[_]): SummarizableEstimator.this.type

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  51. final def set(param: String, value: Any): SummarizableEstimator.this.type

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

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  53. final def setDefault(paramPairs: ParamPair[_]*): SummarizableEstimator.this.type

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

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

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    AnyRef

  56. def toString(): String

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    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  58. final def wait(): Unit

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    AnyRef
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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

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