def test_should_subsume_another_classifier_3(self, cfg):
# Given
cls = Classifier(quality=0.99, reward=11.4, experience=32, cfg=cfg)
cls.condition[6] = '0'
cls.action = 6
other = Classifier(quality=0.5, reward=9.89, experience=1, cfg=cfg)
other.condition[3] = '1'
other.condition[6] = '0'
other.action = 6
# when & then
assert cls.does_subsume(other) is True
def test_should_subsume_another_classifier_1(self, cfg):
# given
cls = Classifier(quality=0.93, reward=1.35, experience=23, cfg=cfg)
cls.condition[3] = '0'
cls.action = 3
cls.effect[2] = '1'
other = Classifier(quality=0.5, reward=0.35, experience=1, cfg=cfg)
other.condition[0] = '1'
other.condition[3] = '0'
other.action = 3
other.effect[2] = '1'
# when & then
assert cls.does_subsume(other) is True
def test_should_subsume_another_classifier_2(self, cfg):
# given
cls = Classifier(quality=0.84, reward=0.33, experience=3, cfg=cfg)
cls.condition[0] = '1'
cls.condition[1] = '0'
cls.condition[4] = '0'
cls.condition[6] = '1'
cls.action = 6
cls.effect[0] = '0'
cls.effect[1] = '1'
cls.effect[6] = '0'
other = Classifier(quality=0.5, reward=0.41, experience=1, cfg=cfg)
other.condition[0] = '1'
other.condition[1] = '0'
other.condition[6] = '2'
other.action = 3
other.effect[0] = '0'
other.effect[1] = '1'
other.effect[6] = '0'
# when & then
assert cls.does_subsume(other) is False
