GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies

import type { GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Statistics and anomalies generated by Model Monitoring.

interface GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies {

anomalyCount?: number;

deployedModelId?: string;

featureStats?: GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies[];

objective?:

| "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED"

| "RAW_FEATURE_SKEW"

| "RAW_FEATURE_DRIFT"

| "FEATURE_ATTRIBUTION_SKEW"

| "FEATURE_ATTRIBUTION_DRIFT";

}

§Properties

anomalyCount?: number

[src]

Number of anomalies within all stats.

deployedModelId?: string

[src]

Deployed Model ID.

featureStats?: GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies[]

[src]

A list of historical Stats and Anomalies generated for all Features.

objective?: "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED" | "RAW_FEATURE_SKEW" | "RAW_FEATURE_DRIFT" | "FEATURE_ATTRIBUTION_SKEW" | "FEATURE_ATTRIBUTION_DRIFT"

[src]

Model Monitoring Objective those stats and anomalies belonging to.