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AVL.MeasureClassificationQuality_Multiclass
Calculates classification performance metrics for multiclass problems.
Namespace: | AvlNet |
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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 | |
---|---|---|---|---|---|
inPredictedClasses | System.Collections.Generic.IList<int> | ||||
inExpectedClasses | System.Collections.Generic.IList<int> | ||||
outAccuracy | float | ||||
outPrecisions | System.Collections.Generic.IList<float> | ||||
outRecalls | System.Collections.Generic.IList<float> | ||||
outF1Scores | System.Collections.Generic.IList<float> | ||||
outConfusionMatrix | AvlNet.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. |