factor_agent.acceptance.Contribution

class Contribution(factor, mode, without, with_factor)

Bases: object

One accepted factor’s contribution in one mode: the models with it against the same models without it.

mode is drop_one (without: the selection without the factor, with_factor: the whole selection) or add_one (without: the baseline, with_factor: the baseline with only the factor); both sides hold the same seeds in the same order.

Attributes

Contribution.agreeing

Per statistic, the seeds whose difference has the sign of the seed-averaged difference.

Contribution.difference

With the factor minus without it, of each seed-averaged statistic.

Contribution.factor

Contribution.mode

Contribution.without

Contribution.with_factor