Class/Object

com.salesforce.op.stages.impl.preparators

SanityCheckerSummary

Related Docs: object SanityCheckerSummary | package preparators

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case class SanityCheckerSummary(correlations: Correlations, dropped: Seq[String], featuresStatistics: SummaryStatistics, names: Seq[String], categoricalStats: Array[CategoricalGroupStats]) extends MetadataLike with Product with Serializable

Case class to convert to and from SanityChecker summary metadata

correlations

feature correlations with label

dropped

features dropped for label leakage

featuresStatistics

stats on features

names

names of features passed in

Linear Supertypes
Serializable, Serializable, Product, Equals, MetadataLike, AnyRef, Any
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Inherited
  1. SanityCheckerSummary
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. MetadataLike
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SanityCheckerSummary(correlations: Correlations, dropped: Seq[String], featuresStatistics: SummaryStatistics, names: Seq[String], categoricalStats: Array[CategoricalGroupStats])

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    correlations

    feature correlations with label

    dropped

    features dropped for label leakage

    featuresStatistics

    stats on features

    names

    names of features passed in

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 ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. val categoricalStats: Array[CategoricalGroupStats]

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  6. def clone(): AnyRef

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

  7. val correlations: Correlations

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    feature correlations with label

  8. val dropped: Seq[String]

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    features dropped for label leakage

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

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    Definition Classes
    AnyRef

  10. val featuresStatistics: SummaryStatistics

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    stats on features

  11. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. val names: Seq[String]

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    names of features passed in

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

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    Definition Classes
    AnyRef

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  19. def toMetadata(skipUnsupported: Boolean): Metadata

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    Converts to Metadata

    Converts to Metadata

    skipUnsupported

    skip unsupported values

    returns

    Metadata metadata

    Definition Classes
    SanityCheckerSummary → MetadataLike
    Exceptions thrown

    RuntimeException in case of unsupported value type

  20. def toMetadata(): Metadata

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    Converts to Metadata

    Converts to Metadata

    returns

    Metadata metadata

    Definition Classes
    MetadataLike
    Exceptions thrown

    RuntimeException in case of unsupported value type

  21. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from MetadataLike

Inherited from AnyRef

Inherited from Any

Ungrouped