Enum StudySpec.MeasurementSelectionType (3.52.0) 

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

ProtocolMessageEnum

Static Fields

Name Description
BEST_MEASUREMENT

Use the best measurement reported.

BEST_MEASUREMENT = 2;
BEST_MEASUREMENT_VALUE

Use the best measurement reported.

BEST_MEASUREMENT = 2;
LAST_MEASUREMENT

Use the last measurement reported.

LAST_MEASUREMENT = 1;
LAST_MEASUREMENT_VALUE

Use the last measurement reported.

LAST_MEASUREMENT = 1;
MEASUREMENT_SELECTION_TYPE_UNSPECIFIED

Will be treated as LAST_MEASUREMENT.

MEASUREMENT_SELECTION_TYPE_UNSPECIFIED = 0;
MEASUREMENT_SELECTION_TYPE_UNSPECIFIED_VALUE

Will be treated as LAST_MEASUREMENT.

MEASUREMENT_SELECTION_TYPE_UNSPECIFIED = 0;
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()