Indicator-Relation Tests

class IndicatorImplication_AcceptanceInterval

Bases: ITestIndicatorImplications

Indicator Implication test based on acceptance interval.

__init__(hyperparams: IProvideHyperparamsForAcceptanceInterval, cit: ITestCI, cit_variance_estimate: IProvideVarianceForCIT, min_regime_fraction: float = 0.15)

Construct from hyper-parameter set and cit-specific dependency-score estimator variance.

See also

This test is based on the WeakRegime_AcceptanceInterval.

Parameters:

• hyperparams (IProvideHyperparamsForAcceptanceInterval) – Hyper-parameter set to use.

• cit (ITestCI) – Underlying CIT.

• cit_variance_estimate (IProvideVarianceForCIT) – A cit-specific estimate of the dependency-score estimator’s variance.

• min_regime_fraction (float) – Minimum fraction of data-points in a regime to be considered.

is_implied_regime(A_list: list[CIT_DataPatterned], B: CIT_DataPatterned) → bool

Implements functionality of interface ITestIndicatorImplications.

Test the indicator implication all test of lhs list are independent \(\Rightarrow\) the test on the rhs is independent.

Parameters:

• A_list (list[CIT_DataPatterned]) – the lhs list of tests

• B (CIT_DataPatterned) – the rhs test

Returns:

The truth-value of the given implication.

Return type:

bool