/// <summary>
/// Applies the Viterbi algorithm and prints the most likely state sequence;
/// </summary>
/// <param name="hmm">The HMM.</param>
/// <param name="observationSequence">The observation sequence.</param>
internal static void ApplyViterbiAndPrint([NotNull] this HiddenMarkovModel hmm, [NotNull] IList <IObservation> observationSequence)
{
var stateSequence = hmm.Viterbi(observationSequence);
// zip for output
var taggedSequence = observationSequence.Zip(stateSequence, (o, s) => String.Format("{0}/{1} ({2:P})", o, s.State, s.Probability));
// merge zipped sequence to string
var sb = new StringBuilder();
sb.AppendLine("Results:");
foreach (var s in taggedSequence)
{
sb.Append(" ");
sb.AppendLine(s);
}
// printify
Console.WriteLine(sb.ToString());
Console.WriteLine();
}
