BinaryClassificationEvaluator

Value Members

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

   Definition Classes

   AnyRef

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

   Definition Classes

   Any

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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   Any

6. def addOutputColumn(schema: StructType, colName: String, dataType: DataType): StructType

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   protected

   Definition Classes

   Params

7. final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8. def checkInputColumn(schema: StructType, colName: String, dataType: DataType): Unit

   Check whether the given schema contains an input column.

   Check whether the given schema contains an input column.

   colName

   Parameter name for the input column.

   dataType

   SQL DataType of the input column.

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   protected

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9. def clone(): AnyRef

   Attributes

   protected[java.lang]

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   Annotations

   @throws( ... )

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

    Definition Classes

    AnyRef

11. def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

12. def evaluate(dataset: DataFrame, 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

13. def explainParams(): String

    Returns the documentation of all params.

    Returns the documentation of all params.

    Definition Classes

    Params

14. def finalize(): Unit

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    protected[java.lang]

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

15. def get[T](param: Param[T]): T

    Gets the value of a parameter in the embedded param map.

    Gets the value of a parameter in the embedded param map.

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    protected

    Definition Classes

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

    Definition Classes

    AnyRef → Any

17. def getLabelCol: String

    Definition Classes

    HasLabelCol

18. def getMetricName: String

19. def getRawPredictionCol: String

    Definition Classes

    HasRawPredictionCol

20. def hashCode(): Int

    Definition Classes

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21. final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Checks whether a param is explicitly set.

    Checks whether a param is explicitly set.

    Definition Classes

    Params

23. val labelCol: Param[String]

    param for label column name

    param for label column name

    Definition Classes

    HasLabelCol

24. val metricName: Param[String]

    param for metric name in evaluation

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

    Definition Classes

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26. final def notify(): Unit

    Definition Classes

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27. final def notifyAll(): Unit

    Definition Classes

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28. val paramMap: ParamMap

    Internal param map.

    Internal param map.

    Attributes

    protected

    Definition Classes

    Params

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

    Returns all params.

    Returns all params.

    Definition Classes

    Params

30. val rawPredictionCol: Param[String]

    param for raw prediction column name

    param for raw prediction column name

    Definition Classes

    HasRawPredictionCol

31. def set[T](param: Param[T], value: T): BinaryClassificationEvaluator.this.type

    Sets a parameter in the embedded param map.

    Sets a parameter in the embedded param map.

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    protected

    Definition Classes

    Params

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

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

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

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

    Definition Classes

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36. def toString(): String

    Definition Classes

    AnyRef → Any

37. 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

38. 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

39. final def wait(): Unit

    Definition Classes

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    Annotations

    @throws( ... )

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

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    @throws( ... )

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

    Definition Classes

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    @throws( ... )