compileml.reference

reference_gini

def reference_gini(reference, X, y) -> float

from compileml.reference import reference_gini

Gini of a reference model (or a supplied Gini, passed through).

Accepting a bare float is deliberate: a team with a champion scorecard has a better floor than anything :func:`fit_reference` produces, and every caller in CompileML takes either form.

Parameters#

NameTypeDefaultKind
reference—requiredpositional
X—requiredpositional
y—requiredpositional

Returns#

float