Class MeanSquaredLogarithmicError
- java.lang.Object
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- ai.libs.jaicore.ml.classification.loss.dataset.APredictionPerformanceMeasure<java.lang.Double,org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction>
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- ai.libs.jaicore.ml.regression.loss.dataset.ARegressionMeasure
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- ai.libs.jaicore.ml.regression.loss.dataset.MeanSquaredLogarithmicError
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- All Implemented Interfaces:
org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<java.lang.Double,org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction>
public class MeanSquaredLogarithmicError extends ARegressionMeasure
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Constructor Summary
Constructors Constructor Description MeanSquaredLogarithmicError()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description double
loss(java.util.List<? extends java.lang.Double> expected, java.util.List<? extends org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction> predicted)
If this performance measure is originally a score function its score is transformed into a loss by multiplying the score with -1.-
Methods inherited from class ai.libs.jaicore.ml.classification.loss.dataset.APredictionPerformanceMeasure
averageInstanceWiseLoss, averageInstanceWiseScore, checkConsistency, loss, score, score
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Method Detail
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loss
public double loss(java.util.List<? extends java.lang.Double> expected, java.util.List<? extends org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction> predicted)
Description copied from class:APredictionPerformanceMeasure
If this performance measure is originally a score function its score is transformed into a loss by multiplying the score with -1. (loss=-score).- Specified by:
loss
in interfaceorg.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<java.lang.Double,org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction>
- Overrides:
loss
in classAPredictionPerformanceMeasure<java.lang.Double,org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction>
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