error_rates
def error_rates(decisions, y, protected, threshold_int: int, *, labels=None) -> dict
from compileml.fairness import error_rates
§5 — FPR, FNR, precision and recall per group.
Parameters#
| Name | Type | Default | Kind |
|---|---|---|---|
| decisions | — | required | positional |
| y | — | required | positional |
| protected | — | required | positional |
| threshold_int | int | required | positional |
| labels | — | None | keyword-only |
Returns#
dict