Google Cloud Ai Platform V1 Client - Class StatsAnomaliesObjective (0.16.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class StatsAnomaliesObjective.

Stats requested for specific objective.

Generated from protobuf message google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.StatsAnomaliesObjective

Methods

__construct

Constructor.

Parameters
NameDescription
data array

Optional. Data for populating the Message object.

↳ type int
↳ top_feature_count int

If set, all attribution scores between SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time and SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time are fetched, and page token doesn't take effect in this case. Only used to retrieve attribution score for the top Features which has the highest attribution score in the latest monitoring run.

getType

Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType type = 1;

Returns
TypeDescription
int

setType

Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType type = 1;

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getTopFeatureCount

If set, all attribution scores between SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time and SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time are fetched, and page token doesn't take effect in this case. Only used to retrieve attribution score for the top Features which has the highest attribution score in the latest monitoring run.

Returns
TypeDescription
int

setTopFeatureCount

If set, all attribution scores between SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time and SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time are fetched, and page token doesn't take effect in this case. Only used to retrieve attribution score for the top Features which has the highest attribution score in the latest monitoring run.

Parameter
NameDescription
var int
Returns
TypeDescription
$this