PredictionDriftMonitoringSignal interface

Package:

@azure/arm-machinelearning

model interface PredictionDriftMonitoringSignal

Extends

MonitoringSignalBase

Properties

featureDataTypeOverride	A dictionary that maps feature names to their respective data types.
metricThresholds	[Required] A list of metrics to calculate and their associated thresholds.
productionData	[Required] The data which drift will be calculated for.
referenceData	[Required] The data to calculate drift against.
signalType	[Required] Specifies the type of signal to monitor.

Inherited Properties

notificationTypes	The current notification mode for this signal.
properties	Property dictionary. Properties can be added, but not removed or altered.

Property Details

featureDataTypeOverride

A dictionary that maps feature names to their respective data types.

featureDataTypeOverride?: Record<string, string>

Property Value

Record<string, string>

metricThresholds

[Required] A list of metrics to calculate and their associated thresholds.

metricThresholds: PredictionDriftMetricThresholdBaseUnion[]

Property Value

PredictionDriftMetricThresholdBaseUnion[]

productionData

[Required] The data which drift will be calculated for.

productionData: MonitoringInputDataBaseUnion

Property Value

MonitoringInputDataBaseUnion

referenceData

[Required] The data to calculate drift against.

referenceData: MonitoringInputDataBaseUnion

Property Value

MonitoringInputDataBaseUnion

signalType

[Required] Specifies the type of signal to monitor.

signalType: "PredictionDrift"

Property Value

"PredictionDrift"

Inherited Property Details

notificationTypes

The current notification mode for this signal.

notificationTypes?: string[]

Property Value

string[]

Inherited From MonitoringSignalBase.notificationTypes

properties

Property dictionary. Properties can be added, but not removed or altered.

properties?: Record<string, string>

Property Value

Record<string, string>

Inherited From MonitoringSignalBase.properties