def test_map_query_with_evidence(self):
belief_propagation = BeliefPropagation(self.bayesian_model)
map_query = belief_propagation.map_query(['A', 'R', 'L'], {
'J': 0,
'Q': 1,
'G': 0
})
self.assertDictEqual(map_query, {'A': 1, 'R': 0, 'L': 0})
def test_map_query(self):
belief_propagation = BeliefPropagation(self.bayesian_model)
map_query = belief_propagation.map_query()
self.assertDictEqual(map_query, {
'A': 1,
'R': 1,
'J': 1,
'Q': 1,
'G': 0,
'L': 0
})