/**
* <summary>Train method for the Dummy pos tagger. The algorithm gets all possible tag list.</summary>
*
* <param name="corpus">Training data for the tagger.</param>
*/
public void Train(PosTaggedCorpus corpus)
{
var corpusTagList = corpus.GetTagList();
_tagList = new string[corpusTagList.Count];
_tagList = corpusTagList.ToArray();
}
/**
* <summary>Train method for the Hmm pos tagger. The algorithm trains an Hmm from the corpus, where corpus constitutes
* as an observation array.</summary>
*
* <param name="corpus">Training data for the tagger.</param>
*/
public void Train(PosTaggedCorpus corpus)
{
var emittedSymbols = new List <string> [corpus.SentenceCount()];
for (var i = 0; i < emittedSymbols.Length; i++)
{
emittedSymbols[i] = new List <string>();
for (var j = 0; j < corpus.GetSentence(i).WordCount(); j++)
{
var word = (PosTaggedWord)corpus.GetSentence(i).GetWord(j);
emittedSymbols[i].Add(word.GetTag());
}
}
_hmm = new Hmm1 <string, Word>(corpus.GetTagList(), emittedSymbols, corpus.GetAllWordsAsArray());
}
