Package ai.libs.jaicore.ml.core.evaluation.measure.multilabel

Class F1MacroAverageL

    • Constructor Summary

      Constructors 
      Constructor Description
      F1MacroAverageL()  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      java.lang.Double calculateAvgMeasure​(java.util.List<double[]> actual, java.util.List<double[]> expected)
      Computes the measure for lists of input actual and the expected outcome expected and aggregates the measured values with the mean, as this is the most frequently used aggregate function.
      java.util.List<java.lang.Double> calculateMeasure​(java.util.List<double[]> actual, java.util.List<double[]> expected)
      Computes the measure for a lists of input actual and the expected outcome expected.

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Constructor Detail

      • F1MacroAverageL

        public F1MacroAverageL()

    • Method Detail

      • calculateMeasure

        public java.util.List<java.lang.Double> calculateMeasure​(java.util.List<double[]> actual,
                                                         java.util.List<double[]> expected)
        Description copied from interface: IMeasure
        Computes the measure for a lists of input actual and the expected outcome expected.
        Specified by:
        calculateMeasure in interface IMeasure<double[],​java.lang.Double>
        Overrides:
        calculateMeasure in class ADecomposableMeasure<double[],​java.lang.Double>
        Parameters:
        actual - The list of actually available values.
        expected - The list of expected values to compare the actual values with.
        Returns:
        The list of return values of the measure.

      • calculateAvgMeasure

        public java.lang.Double calculateAvgMeasure​(java.util.List<double[]> actual,
                                            java.util.List<double[]> expected)
        Description copied from interface: IMeasure
        Computes the measure for lists of input actual and the expected outcome expected and aggregates the measured values with the mean, as this is the most frequently used aggregate function.
        Specified by:
        calculateAvgMeasure in interface IMeasure<double[],​java.lang.Double>
        Overrides:
        calculateAvgMeasure in class InstanceWiseF1
        Parameters:
        actual - The list of actually available values.
        expected - The list of expected values to compare the actual values with.
        Returns:
        The mean of return values as output by the instance-wise measure.