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MeasureClassificationQuality_Multiclass

Expert

Module: FoundationPro

Calculates classification performance metrics for multiclass problems.

Name Type Description
Input value
 inPredictedClasses IntegerArray
Input value
 inExpectedClasses IntegerArray
Output value
 outAccuracy Real
Output value
 outPrecisions RealArray
Output value
 outRecalls RealArray
Output value
 outF1Scores RealArray
Output value
 outConfusionMatrix Matrix

Errors

This filter can throw an exception to report error. Read how to deal with errors in Error Handling.

List of possible exceptions:

Error type Description
DomainError Class designator must start at 0.
DomainError Empty array on input in MeasureClassificationQuality_Multiclass.
DomainError Inconsistent array sizes on input in MeasureClassificationQuality_Multiclass.

Complexity Level

This filter is available on Expert Complexity Level.