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hsfs.core.statistics_comparison_result #

StatisticsComparisonResult #

Outcome of a single metric comparison from a feature monitoring run.

Each instance records the computed difference and whether shift was detected for a specific StatisticsComparisonConfig.

difference property #

difference: float | None

Computed difference between detection and reference statistics.

feature_statistics_result_id property #

feature_statistics_result_id: int | None

Identifier of the parent feature statistics result.

id property #

id: int | None

Identifier assigned by the backend upon registration.

shift_detected property #

shift_detected: bool | None

Whether the difference exceeded the configured threshold.

statistics_comparison_config_id property #

statistics_comparison_config_id: int

Identifier of the statistics comparison configuration that produced this result.