static void UserItemStart()
{
FileReader fReader = new FileReader();
Dictionary<int, UserPref> userList = fReader.GetData();
Dictionary<string, float> fileMetaData = fReader.GetMetaData();
FormulaFactory forFactory = new FormulaFactory();
NeighbourFinder nFinder = new NeighbourFinder(forFactory.GetFormula(fileMetaData));
int targetUserID = 186;
Dictionary<int, double> neighbourList = nFinder.FindNeighbours(targetUserID, userList);
foreach (var neighbour in neighbourList)
{
Console.WriteLine("Neighbour {0} has a similarity of {1}", neighbour.Key, neighbour.Value);
}
RatingPredictor rPredictor = new RatingPredictor();
rPredictor.PredictRatings(userList, targetUserID, neighbourList);
rPredictor.GetTopPredictedRatings(8);
Console.Read();
}
