Enum StudySpec.MeasurementSelectionType (2.5.3)

Version 2.5.3

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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.v1beta1.StudySpec.MeasurementSelectionType

Implements

ProtocolMessageEnum

Inherited Members

Enum.<T>valueOf(Class<T>,String)

Enum.clone()

Enum.compareTo(E)

Enum.equals(Object)

Enum.finalize()

Enum.getDeclaringClass()

Enum.hashCode()

Enum.name()

Enum.ordinal()

Enum.toString()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

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

Methods

Name	Description
forNumber(int value)
getDescriptor()
getDescriptorForType()
getNumber()
getValueDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)	(deprecated) Use #forNumber(int) instead.
valueOf(String name)
values()