aip_sdk.MetricDirection

aip_sdk.MetricDirection

Intrinsic semantic of a metric's raw score — which way is "good".

HIGHER_IS_BETTER — a larger raw value is the better outcome (accuracy, recall, helpfulness).

LOWER_IS_BETTER — a smaller raw value is the better outcome (toxicity, bias, an error or miss rate). Such a metric is normalised with inverted=True so its normalised score still runs higher-is-better; direction records the intrinsic raw semantic so surfaces can label it without special-casing by name.

StrEnum so it serialises as a plain string in API responses and YAML run configs.

aip_sdk.MetricDirection.HIGHER_IS_BETTER

aip_sdk.MetricDirection.HIGHER_IS_BETTER = 'higher_is_better'

No docstring is defined in the source.

aip_sdk.MetricDirection.LOWER_IS_BETTER

aip_sdk.MetricDirection.LOWER_IS_BETTER = 'lower_is_better'

No docstring is defined in the source.