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public enum StudySpec.MeasurementSelectionType extends Enum<StudySpec.MeasurementSelectionType> implements ProtocolMessageEnum
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.
Protobuf enum google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType
Implements
ProtocolMessageEnumStatic Fields | |
---|---|
Name | Description |
BEST_MEASUREMENT | Use the best measurement reported. |
BEST_MEASUREMENT_VALUE | Use the best measurement reported. |
LAST_MEASUREMENT | Use the last measurement reported. |
LAST_MEASUREMENT_VALUE | Use the last measurement reported. |
MEASUREMENT_SELECTION_TYPE_UNSPECIFIED | Will be treated as LAST_MEASUREMENT. |
MEASUREMENT_SELECTION_TYPE_UNSPECIFIED_VALUE | Will be treated as LAST_MEASUREMENT. |
UNRECOGNIZED |
Static Methods | |
---|---|
Name | Description |
forNumber(int value) | |
getDescriptor() | |
internalGetValueMap() | |
valueOf(Descriptors.EnumValueDescriptor desc) | |
valueOf(int value) | Deprecated. Use #forNumber(int) instead. |
valueOf(String name) | |
values() |
Methods | |
---|---|
Name | Description |
getDescriptorForType() | |
getNumber() | |
getValueDescriptor() |