Reference 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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-03-10 UTC."],[[["This page provides a comprehensive list of documentation for `StudySpec.Types.MeasurementSelectionType` across different versions of the Google Cloud AI Platform v1 API."],["The latest version available is 3.22.0, while the earliest documented version is 1.0.0, showcasing the evolution of this specific enum over time."],["`StudySpec.Types.MeasurementSelectionType` determines which measurement to use when the service automatically selects a final result from intermediate measurements, with options for `BEST_MEASUREMENT` and `LAST_MEASUREMENT`."],["The enum `StudySpec.Types.MeasurementSelectionType` has three fields: `BestMeasurement`, `LastMeasurement`, and `Unspecified`, which allow you to choose the desired measurement behavior, taking into consideration if your measurements improve over time, or if they are noisy."],["Version 2.17.0 is the specified current version, however version 3.22.0 is listed as the latest, providing the history of changes within the StudySpec.Types.MeasurementSelectionType."]]],[]]
