Vertex AI V1 API - Module Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline (v0.31.0)

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Reference documentation and code samples for the Vertex AI V1 API module Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline.

Defines the baseline to do anomaly detection for feature values imported by each ImportFeatureValues operation.

Constants

BASELINE_UNSPECIFIED

value: 0
Should not be used.

LATEST_STATS

value: 1
Choose the later one statistics generated by either most recent snapshot analysis or previous import features analysis. If non of them exists, skip anomaly detection and only generate a statistics.

MOST_RECENT_SNAPSHOT_STATS

value: 2
Use the statistics generated by the most recent snapshot analysis if exists.

PREVIOUS_IMPORT_FEATURES_STATS

value: 3
Use the statistics generated by the previous import features analysis if exists.