int smap_bayes

(smodel** smo, double* result, int smo_number,
  double* O, int T)

Alternative to MAPCA (smap_classify); calculate p[m] directly using Bayes' theorem, instead of recursive over t.

Documentation

Alternative to MAPCA (smap_classify); calculate p[m] directly using Bayes' theorem, instead of recursive over t. p(m | O) = p(O | m) * p(m) / (sum_i p(O | i) * p(i))

Parameters:

- smo vector of models
result - gives the probability for all the models
- smo_number number of models
O - sequence
T - length of the sequence

Returns:

number of the model, that fits best to the sequence

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