AnomalyDetectionMetrics Class

Definition

Evaluation results for anomaly detection(unsupervised learning algorithm).

C#
public sealed class AnomalyDetectionMetrics
Inheritance
AnomalyDetectionMetrics

Properties

AreaUnderRocCurve

Gets the area under the ROC curve.

DetectionRateAtFalsePositiveCount

Detection rate at K false positives. This gives the ratio of correctly identified anomalies given the specified number of false positives. A value closer to 1 indicates a better model.

Applies to

Product Versions
ML.NET 1.0.0, 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, Preview, 4.0.0