public NaiveBayesClassifier(List <Tuple <double[], double> > data, BayesKernel kernel)
{
this.data = data;
this.kernel = kernel;
}
//private Dictionary<double, double> probability =
// new Dictionary<double,double>();
// // P(male), P(female)
//private Dictionary<double, Dictionary<double, double>> conditionalProbability =
// new Dictionary<double,Dictionary<double,double>>();
// // P(height|male), P(weight|male)
public NaiveBayesClassifier(List <Tuple <double[], double> > data)
{
this.data = data;
kernel = new LinearBayesKernel(data);
}