Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class AggregationMetric.
The per-metric statistics on evaluation results supported by EvaluationService.EvaluateDataset
.
Protobuf type google.cloud.aiplatform.v1.Metric.AggregationMetric
Namespace
Google \ Cloud \ AIPlatform \ V1 \ MetricMethods
static::name
value
mixed
static::value
name
mixed
Constants
AGGREGATION_METRIC_UNSPECIFIED
Value: 0
Unspecified aggregation metric.
Generated from protobuf enum AGGREGATION_METRIC_UNSPECIFIED = 0;
AVERAGE
Value: 1
Average aggregation metric. Not supported for Pairwise metric.
Generated from protobuf enum AVERAGE = 1;
MODE
Value: 2
Mode aggregation metric.
Generated from protobuf enum MODE = 2;
STANDARD_DEVIATION
Value: 3
Standard deviation aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum STANDARD_DEVIATION = 3;
VARIANCE
Value: 4
Variance aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum VARIANCE = 4;
MINIMUM
Value: 5
Minimum aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum MINIMUM = 5;
MAXIMUM
Value: 6
Maximum aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum MAXIMUM = 6;
MEDIAN
Value: 7
Median aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum MEDIAN = 7;
PERCENTILE_P90
Value: 8
90th percentile aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum PERCENTILE_P90 = 8;
PERCENTILE_P95
Value: 9
95th percentile aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum PERCENTILE_P95 = 9;
PERCENTILE_P99
Value: 10
99th percentile aggregation metric. Not supported for pairwise metric.
Generated from protobuf enum PERCENTILE_P99 = 10;
