ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder (Google Cloud Vertex AI Parent 3.25.0 API)

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

Enclosing class:

ModelMonitoringStatsAnomalies
```
public static interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
extends com.google.protobuf.MessageOrBuilder
```

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`String`	`getFeatureDisplayName()`	Display Name of the Feature.
`com.google.protobuf.ByteString`	`getFeatureDisplayNameBytes()`	Display Name of the Feature.
`FeatureStatsAnomaly`	`getPredictionStats(int index)`	A list of historical stats generated by different time window's Prediction Dataset.
`int`	`getPredictionStatsCount()`	A list of historical stats generated by different time window's Prediction Dataset.
`List<FeatureStatsAnomaly>`	`getPredictionStatsList()`	A list of historical stats generated by different time window's Prediction Dataset.
`FeatureStatsAnomalyOrBuilder`	`getPredictionStatsOrBuilder(int index)`	A list of historical stats generated by different time window's Prediction Dataset.
`List<? extends FeatureStatsAnomalyOrBuilder>`	`getPredictionStatsOrBuilderList()`	A list of historical stats generated by different time window's Prediction Dataset.
`ThresholdConfig`	`getThreshold()`	Threshold for anomaly detection.
`ThresholdConfigOrBuilder`	`getThresholdOrBuilder()`	Threshold for anomaly detection.
`FeatureStatsAnomaly`	`getTrainingStats()`	Stats calculated for the Training Dataset.
`FeatureStatsAnomalyOrBuilder`	`getTrainingStatsOrBuilder()`	Stats calculated for the Training Dataset.
`boolean`	`hasThreshold()`	Threshold for anomaly detection.
`boolean`	`hasTrainingStats()`	Stats calculated for the Training Dataset.

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder
isInitialized

Methods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Method Detail

getFeatureDisplayName
```
String getFeatureDisplayName()
```
```
 Display Name of the Feature.
 
```
string feature_display_name = 1;
Returns:

The featureDisplayName.

getFeatureDisplayNameBytes
```
com.google.protobuf.ByteString getFeatureDisplayNameBytes()
```
```
 Display Name of the Feature.
 
```
string feature_display_name = 1;
Returns:

The bytes for featureDisplayName.

hasThreshold
```
boolean hasThreshold()
```
```
 Threshold for anomaly detection.
 
```
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
Returns:

Whether the threshold field is set.

getThreshold
```
ThresholdConfig getThreshold()
```
```
 Threshold for anomaly detection.
 
```
.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
Returns:

The threshold.

getThresholdOrBuilder

ThresholdConfigOrBuilder getThresholdOrBuilder()

 Threshold for anomaly detection.

.google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;

hasTrainingStats
```
boolean hasTrainingStats()
```
```
 Stats calculated for the Training Dataset.
 
```
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
Returns:

Whether the trainingStats field is set.

getTrainingStats
```
FeatureStatsAnomaly getTrainingStats()
```
```
 Stats calculated for the Training Dataset.
 
```
.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
Returns:

The trainingStats.

getTrainingStatsOrBuilder

FeatureStatsAnomalyOrBuilder getTrainingStatsOrBuilder()

 Stats calculated for the Training Dataset.

.google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;

getPredictionStatsList

List<FeatureStatsAnomaly> getPredictionStatsList()

 A list of historical stats generated by different time window's
 Prediction Dataset.

repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStats

FeatureStatsAnomaly getPredictionStats(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.

repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsCount

int getPredictionStatsCount()

 A list of historical stats generated by different time window's
 Prediction Dataset.

repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsOrBuilderList

List<? extends FeatureStatsAnomalyOrBuilder> getPredictionStatsOrBuilderList()

 A list of historical stats generated by different time window's
 Prediction Dataset.

repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsOrBuilder

FeatureStatsAnomalyOrBuilder getPredictionStatsOrBuilder(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.

repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;