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AVL.MeasureClassificationQuality_Multiclass

Calculates classification performance metrics for multiclass problems.

Namespace:AvlNet
Assembly:AVL.NET.dll

Syntax

C++
C#
 
public static void MeasureClassificationQuality_Multiclass
(
	IList<int> inPredictedClasses,
	IList<int> inExpectedClasses,
	out float outAccuracy,
	IList<float> outPrecisions,
	IList<float> outRecalls,
	IList<float> outF1Scores,
	AvlNet.Matrix outConfusionMatrix
)

Parameters

Name Type Range Default Description
inPredictedClassesSystem.Collections.Generic.IList<int>
inExpectedClassesSystem.Collections.Generic.IList<int>
outAccuracyfloat
outPrecisionsSystem.Collections.Generic.IList<float>
outRecallsSystem.Collections.Generic.IList<float>
outF1ScoresSystem.Collections.Generic.IList<float>
outConfusionMatrixAvlNet.Matrix

Errors

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.

See also