MonitoringSignalType type

Defines values for MonitoringSignalType.
KnownMonitoringSignalType can be used interchangeably with MonitoringSignalType, this enum contains the known values that the service supports.

Known values supported by the service

DataDrift: Tracks model input data distribution change, comparing against training data or past production data.
PredictionDrift: Tracks prediction result data distribution change, comparing against validation/test label data or past production data.
DataQuality: Tracks model input data integrity.
FeatureAttributionDrift: Tracks feature importance change in production, comparing against feature importance at training time.
Custom: Tracks a custom signal provided by users.