public sealed class ModelMonitoringStatsDataPoint : IMessage<ModelMonitoringStatsDataPoint>, IEquatable<ModelMonitoringStatsDataPoint>, IDeepCloneable<ModelMonitoringStatsDataPoint>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelMonitoringStatsDataPoint.
Represents a single statistics data point.
Implements
IMessageModelMonitoringStatsDataPoint, IEquatableModelMonitoringStatsDataPoint, IDeepCloneableModelMonitoringStatsDataPoint, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
ModelMonitoringStatsDataPoint()
public ModelMonitoringStatsDataPoint()ModelMonitoringStatsDataPoint(ModelMonitoringStatsDataPoint)
public ModelMonitoringStatsDataPoint(ModelMonitoringStatsDataPoint other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelMonitoringStatsDataPoint |
Properties
Algorithm
public string Algorithm { get; set; }Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
| Property Value | |
|---|---|
| Type | Description |
string |
|
BaselineStats
public ModelMonitoringStatsDataPoint.Types.TypedValue BaselineStats { get; set; }Statistics from baseline dataset.
| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPointTypesTypedValue |
|
CreateTime
public Timestamp CreateTime { get; set; }Statistics create time.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
CurrentStats
public ModelMonitoringStatsDataPoint.Types.TypedValue CurrentStats { get; set; }Statistics from current dataset.
| Property Value | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPointTypesTypedValue |
|
HasAnomaly
public bool HasAnomaly { get; set; }Indicate if the statistics has anomaly.
| Property Value | |
|---|---|
| Type | Description |
bool |
|
ModelMonitoringJob
public string ModelMonitoringJob { get; set; }Model monitoring job resource name.
| Property Value | |
|---|---|
| Type | Description |
string |
|
Schedule
public string Schedule { get; set; }Schedule resource name.
| Property Value | |
|---|---|
| Type | Description |
string |
|
ThresholdValue
public double ThresholdValue { get; set; }Threshold value.
| Property Value | |
|---|---|
| Type | Description |
double |
|