Evaluation

Value Members

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

   

   Definition Classes

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2. final def ##(): Int

   

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

   

   Definition Classes

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4. def MAE(y_pred: List[Double], y_true: List[Double]): Double

   

   Calculates the Mean Absolute Error

   Calculates the Mean Absolute Error

   y_pred

   List of predictions

   y_true

   List of labels

5. def MSE(y_pred: List[Double], y_true: List[Double]): Double

   

   Calculates the Mean Squared Error

   Calculates the Mean Squared Error

   y_pred

   List of predictions

   y_true

   List of labels

6. def MSLE(y_pred: List[Double], y_true: List[Double]): Double

   

   Calculates the Mean Squared Logarithmic Error

   Calculates the Mean Squared Logarithmic Error

   y_pred

   List of predictions

   y_true

   List of labels

7. def MedAE(y_pred: List[Double], y_true: List[Double]): Double

   

   Calculates the Median Absolute Error

   Calculates the Median Absolute Error

   y_pred

   List of predictions

   y_true

   List of labels

8. def RSqared(y_pred: List[Double], y_true: List[Double]): Double

   

   Calculates the R^2 score

   Calculates the R^2 score

   y_pred

   List of predictions

   y_true

   List of labels

9. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

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    @throws( ... )

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

    

    Definition Classes

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12. def equals(arg0: Any): Boolean

    

    Definition Classes

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13. def explainedVariance(y_pred: List[Double], y_true: List[Double]): Double

    

    Calculates the Explained Variance Score

    Calculates the Explained Variance Score

    y_pred

    List of predictions

    y_true

    List of labels

14. def f1(y_pred: List[Int], y_true: List[Int]): Double

    

    Calculates the F1 score

    Calculates the F1 score

    y_pred

    List of predictions

    y_true

    List of labels

15. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

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

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

    

    Definition Classes

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17. def hashCode(): Int

    

    Definition Classes

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18. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

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19. def logLoss(p_pred: List[Double], y_true: List[Int], eps: Double = 1e-15): Double

    

    Calculates the log loss

    Calculates the log loss

    p_pred

    List of probabilities for each instance

    y_true

    List of labels

    eps

    Clip probabilities to avoid undefined logs at p = 0, 1

20. def matrix(y_pred: List[Int], y_true: List[Int], percentage: Boolean = false): Unit

    

    Prints the confusion matrix

    Prints the confusion matrix

    y_pred

    List of predictions

    y_true

    List of labels

    percentage

    Display as percentage values

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

    

    Definition Classes

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22. final def notify(): Unit

    

    Definition Classes

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23. final def notifyAll(): Unit

    

    Definition Classes

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24. def precision(y_pred: List[Int], y_true: List[Int]): Double

    

    Calculates the precision score

    Calculates the precision score

    y_pred

    List of predictions

    y_true

    List of labels

25. def recall(y_pred: List[Int], y_true: List[Int]): Double

    

    Calculates the recall score

    Calculates the recall score

    y_pred

    List of predictions

    y_true

    List of labels

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

    

    Definition Classes

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27. def toString(): String

    

    Definition Classes

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28. final def wait(): Unit

    

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    @throws( ... )

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

    

    Definition Classes

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    @throws( ... )

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

    

    Definition Classes

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    @throws( ... )