BinaryClassificationEvaluator

Value Members

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

   Definition Classes

   AnyRef

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

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3. final def ##(): Int

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

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

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6. final def asInstanceOf[T0]: T0

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7. def clone(): AnyRef

   Attributes

   protected[java.lang]

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   @throws( ... )

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

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9. def equals(arg0: Any): Boolean

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10. def evaluate(dataset: SchemaRDD, paramMap: ParamMap): Double

    Evaluates the output.

    Evaluates the output.

    dataset

    a dataset that contains labels/observations and predictions.

    paramMap

    parameter map that specifies the input columns and output metrics

    returns

    metric

    Definition Classes

    BinaryClassificationEvaluator → Evaluator

11. def explainParams(): String

    Returns the documentation of all params.

    Returns the documentation of all params.

    Definition Classes

    Params

12. def finalize(): Unit

    Attributes

    protected[java.lang]

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

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

    Definition Classes

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14. def getLabelCol: String

    Definition Classes

    HasLabelCol

15. def getMetricName: String

16. def getScoreCol: String

    Definition Classes

    HasScoreCol

17. def hashCode(): Int

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18. final def isInstanceOf[T0]: Boolean

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

    Checks whether a param is explicitly set.

    Checks whether a param is explicitly set.

    Definition Classes

    Params

20. val labelCol: Param[String]

    param for label column name

    param for label column name

    Definition Classes

    HasLabelCol

21. val metricName: Param[String]

    param for metric name in evaluation

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

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23. final def notify(): Unit

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24. final def notifyAll(): Unit

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25. val paramMap: ParamMap

    Internal param map.

    Internal param map.

    Attributes

    protected

    Definition Classes

    Params

26. def params: Array[Param[_]]

    Returns all params.

    Returns all params.

    Definition Classes

    Params

27. val scoreCol: Param[String]

    param for score column name

    param for score column name

    Definition Classes

    HasScoreCol

28. def setLabelCol(value: String): BinaryClassificationEvaluator.this.type

29. def setMetricName(value: String): BinaryClassificationEvaluator.this.type

30. def setScoreCol(value: String): BinaryClassificationEvaluator.this.type

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

    Definition Classes

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32. def toString(): String

    Definition Classes

    AnyRef → Any

33. def validate(): Unit

    Validates parameter values stored internally.

    Validates parameter values stored internally. Raise an exception if any parameter value is invalid.

    Definition Classes

    Params

34. def validate(paramMap: ParamMap): Unit

    Validates parameter values stored internally plus the input parameter map.

    Validates parameter values stored internally plus the input parameter map. Raises an exception if any parameter is invalid.

    Definition Classes

    Params

35. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

    Definition Classes

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    @throws( ... )