public enum StudySpec.Types.MeasurementSelectionTypeReference documentation and code samples for the Cloud AI Platform 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.V1Assembly
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. |