private string Predict(Congressman member)
{
var republicanProbability = this.GetProbability("republican", member);
var democratProbability = this.GetProbability("democrat", member);
return(democratProbability > republicanProbability ? "democrat" : "republican");
}
private double GetProbability(string party, Congressman member)
{
var probability = this.classNameProbabilities[party];
this.attributesInfo.ToList().ForEach(a =>
{
probability *=
this.attributeProbabilities[party][a.Name][
(Vote)typeof(Congressman).GetProperty(a.Name).GetValue(member)];
});
return(probability);
}