Inconsistent results

[kravietz]

Hi, I've tried using this version of OpenBayes but it gives results inconsisent with what other BBN implementations return. For example, results for the Asia example in OpenBayes are:

Probability of Lung Cancer given Bronchitis and Smoking:
Multinomial Distribution for node : Lung Cancer
Conditional Probability Table (CPT) :
array([ 1., 0.], dtype=float32)
Probability of an Abnormal XRay given Smoking:
Multinomial Distribution for node : X-Ray Result
Conditional Probability Table (CPT) :
array([ 0.20248756, 0.79751241], dtype=float32)
Probability of Dyspnea given a Visit to Asia:
Multinomial Distribution for node : Dyspnea
Conditional Probability Table (CPT) :
array([ 0.5, 0.5], dtype=float32)

Same network in JavaBayes returns different values.

[Ghost99]

It can be caused by error in example in line 36 Examples/bn_asia.py

 # B -> D
-network.add_e(DirEdge(len(network.e), visit_to_asia, dyspnea))
+network.add_e(DirEdge(len(network.e), bronchitis, dyspnea))

[willasaywhat]

Please submit a pull request, and I'll add this in. :)