Vertex AI V1 API - Module Google::Cloud::AIPlatform::V1::Metric::AggregationMetric (v1.40.0)

Reference documentation and code samples for the Vertex AI V1 API module Google::Cloud::AIPlatform::V1::Metric::AggregationMetric.

The per-metric statistics on evaluation results supported by EvaluationService.EvaluateDataset.

Constants

AGGREGATION_METRIC_UNSPECIFIED

value: 0
Unspecified aggregation metric.

AVERAGE

value: 1
Average aggregation metric. Not supported for Pairwise metric.

MODE

value: 2
Mode aggregation metric.

STANDARD_DEVIATION

value: 3
Standard deviation aggregation metric. Not supported for pairwise metric.

VARIANCE

value: 4
Variance aggregation metric. Not supported for pairwise metric.

MINIMUM

value: 5
Minimum aggregation metric. Not supported for pairwise metric.

MAXIMUM

value: 6
Maximum aggregation metric. Not supported for pairwise metric.

MEDIAN

value: 7
Median aggregation metric. Not supported for pairwise metric.

PERCENTILE_P90

value: 8
90th percentile aggregation metric. Not supported for pairwise metric.

PERCENTILE_P95

value: 9
95th percentile aggregation metric. Not supported for pairwise metric.

PERCENTILE_P99

value: 10
99th percentile aggregation metric. Not supported for pairwise metric.