public enum StudySpec.MeasurementSelectionType extends Enum<StudySpec.MeasurementSelectionType> implements ProtocolMessageEnumThis 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
ProtocolMessageEnumStatic Fields |
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| 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 |
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Static Methods |
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| Name | Description |
forNumber(int value) |
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getDescriptor() |
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internalGetValueMap() |
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valueOf(Descriptors.EnumValueDescriptor desc) |
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valueOf(int value) |
Deprecated. Use #forNumber(int) instead. |
valueOf(String name) |
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values() |
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Methods |
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| Name | Description |
getDescriptorForType() |
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getNumber() |
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getValueDescriptor() |
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