public void PrintFeatureMatrix()
{
using (StreamWriter writer = File.CreateText(FeatureMatrixPath))
{
writer.WriteLine(FeatureMatrixItem.MakeHeader());
foreach (FeatureMatrixItem item in FeatureMatrix)
{
writer.WriteLine(item.ToFeatureMatrixString());
}
}
}
private void ProcessMatch(Match match, ClassificationTable globalClassification, ClassificationTable minileague3, ClassificationTable minileague5, ClassificationTable minileague10)
{
Console.WriteLine(match.MatchDay);
string homeTeamName = match.HomeTeam.Name;
string awayteamName = match.AwayTeam.Name;
string result = (match.HomeTeamGoals > match.AwayTeamGoals) ? HOME_WIN : (match.HomeTeamGoals < match.AwayTeamGoals) ? AWAY_WIN : TIE;
var gh = globalClassification.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(homeTeamName)).Single();
var l3h = minileague3.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(homeTeamName)).Single();
var l5h = minileague5.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(homeTeamName)).Single();
var l10h = minileague10.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(homeTeamName)).Single();
var ga = globalClassification.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(awayteamName)).Single();
var l3a = minileague3.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(awayteamName)).Single();
var l5a = minileague5.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(awayteamName)).Single();
var l10a = minileague10.History.Where(h => h.MatchDay == match.MatchDay - 1 && h.GlobalAccumulator.Team.Name.Equals(awayteamName)).Single();
FeatureMatrixItem x = new FeatureMatrixItem(CurrentSeason, CurrentDivision, gh, l3h, l5h, l10h, ga, l3a, l5a, l10a, result);
FeatureMatrix.Add(x);
}
