public List <PieceOfData> Classify(List <PieceOfData> data)
{
foreach (var d in data)
{
var playing = false;
var notPlaying = false;
if (Playing.Any(item => item.Compare(d)))
{
playing = true;
}
else if (NotPlaying.Any(item => item.Compare(d)))
{
notPlaying = true;
}
if ((playing && notPlaying) || (!playing && !notPlaying))
{
d.Play = "unknown";
}
else if (playing)
{
d.Play = "yes";
}
else if (notPlaying)
{
d.Play = "no";
}
}
return(data);
}
public void Train(List <PieceOfData> pattern)
{
Playing.AddRange(pattern.Where(item => item.Play == "yes").ToList());
NotPlaying.AddRange(pattern.Where(item => item.Play == "no").ToList());
Unknown.AddRange(pattern.Where(item => item.Play != "no" || item.Play != "yes").ToList());
}
