public IEnumerable<SearchResult> Search(Document query)
{
var queryTfIdf = new TfIdf(new Tf(new BagOfWords(query)), _idf);
var results = new List<SearchResult>();
foreach (TfIdfWithDocument tfIdfWithDocument in _tfIdfWithDocuments)
{
double probability = _probabilityMatrixCalculator.CalculateProbability(queryTfIdf,
tfIdfWithDocument.TfIdf,
_termsCollection);
results.Add(new SearchResult(tfIdfWithDocument.Document, probability));
}
return results.OrderByDescending(x => x.Probability);
}
public TfIdfWithDocument(TfIdf tfIdf, Document document)
{
TfIdf = tfIdf;
Document = document;
}