AnomalyDetectionCatalog Class

Definition

Class used by MLContext to create instances of anomaly detection components, such as trainers and evaluators.

public sealed class AnomalyDetectionCatalog : Microsoft.ML.TrainCatalogBase
type AnomalyDetectionCatalog = class
    inherit TrainCatalogBase
Public NotInheritable Class AnomalyDetectionCatalog
Inherits TrainCatalogBase
Inheritance
AnomalyDetectionCatalog

Properties

Trainers

The list of trainers for anomaly detection.

Methods

ChangeModelThreshold<TModel>(AnomalyPredictionTransformer<TModel>, Single)

Creates a new AnomalyPredictionTransformer<TModel> with the specified threshold. If the provided threshold is the same as the model threshold it simply returns model. Note that by default the threshold is 0.5 and valid scores range from 0 to 1.

Evaluate(IDataView, String, String, String, Int32)

Evaluates scored anomaly detection data.

Applies to