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AVL.MeasureClassificationQuality_Binary
Calculates classification performance metrics for binary problems.
Namespace: | AvlNet |
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Assembly: | AVL.NET.dll |
Syntax
C++
C#
public static void MeasureClassificationQuality_Binary ( IList<bool> inPredictedClasses, IList<bool> inExpectedClasses, out float outAccuracy, out float outPrecision, out float outRecall, out float outF1Score, AvlNet.Matrix outConfusionMatrix )
Parameters
Name | Type | Range | Default | Description | |
---|---|---|---|---|---|
inPredictedClasses | System.Collections.Generic.IList<bool> | ||||
inExpectedClasses | System.Collections.Generic.IList<bool> | ||||
outAccuracy | float | ||||
outPrecision | float | ||||
outRecall | float | ||||
outF1Score | float | ||||
outConfusionMatrix | AvlNet.Matrix |
Errors
List of possible exceptions:
Error type | Description |
---|---|
DomainError | Empty array on input in MeasureClassificationQuality_Binary. |
DomainError | Inconsistent array sizes on input in MeasureClassificationQuality_Binary. |