Vertex AI v1 API - Enum StudySpec.Types.MeasurementSelectionType (3.67.0) 

public enum StudySpec.Types.MeasurementSelectionType

Reference documentation and code samples for the Vertex AI v1 API enum StudySpec.Types.MeasurementSelectionType.

This indicates which measurement to use if/when the service automatically selects the final measurement from previously reported intermediate measurements. Choose this based on two considerations: A) Do you expect your measurements to monotonically improve? If so, choose LAST_MEASUREMENT. On the other hand, if you're in a situation where your system can "over-train" and you expect the performance to get better for a while but then start declining, choose BEST_MEASUREMENT. B) Are your measurements significantly noisy and/or irreproducible? If so, BEST_MEASUREMENT will tend to be over-optimistic, and it may be better to choose LAST_MEASUREMENT. If both or neither of (A) and (B) apply, it doesn't matter which selection type is chosen.

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Fields

Name Description
BestMeasurement

Use the best measurement reported.
LastMeasurement

Use the last measurement reported.
Unspecified

Will be treated as LAST_MEASUREMENT.