BinaryClassificationMetrics.AreaUnderRocCurve Property

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Definition

Namespace:
Microsoft.ML.Data
Assembly:
Microsoft.ML.Data.dll
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v1.0.0
Package:
Microsoft.ML v1.1.0
Package:
Microsoft.ML v1.2.0
Package:
Microsoft.ML v1.3.1
Package:
Microsoft.ML v1.4.0
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.0

Gets the area under the ROC curve.

public double AreaUnderRocCurve { get; }
member this.AreaUnderRocCurve : double
Public ReadOnly Property AreaUnderRocCurve As Double

Property Value

Double

Remarks

The area under the ROC curve is equal to the probability that the classifier ranks a randomly chosen positive instance higher than a randomly chosen negative one (assuming 'positive' ranks higher than 'negative'). Area under the ROC curve ranges between 0 and 1, with a value closer to 1 indicating a better model.

Area Under ROC Curve

Applies to