private void WriteErrorEvalReport(ErrorEvaluation con)
{
string path = Setting.OutPutErrorEvalReportFileLocation;
if (!File.Exists(path))
{
// Create a file to write to.
using (StreamWriter sw = File.CreateText(path))
{
sw.WriteLine("This is a document for error evaluation");
sw.WriteLine(" ");
}
}
// This text is always added, making the file longer over time
// if it is not deleted.
using (StreamWriter sw = File.AppendText(path))
{
sw.WriteLine(" ");
sw.WriteLine($"Date: : {DateTime.Now}");
//sw.WriteLine($"AnimeList file : {Setting._AnimelistFileName } , amount of lines {File.ReadAllLines(Setting.AnimelistFileName).Count()}");
sw.WriteLine($"Matrix file: {Setting.InputMatrixFileName} ");
sw.WriteLine($"Testing useranimelist file (matrix tester): {Setting.EvalUserAnimeListFileName}, amount of lines {File.ReadAllLines(Setting.EvalUserAnimeListLocation).Count()}");
sw.WriteLine($"Base MAE SCORE: {Math.Round(con.BaseMAE,4)}");
sw.WriteLine($"Base RMSE SCORE: {Math.Round(con.BaseRMSE,4)}");
sw.WriteLine($"----");
sw.WriteLine($"MAE SCORE: {Math.Round(con.MAE,4)}");
sw.WriteLine($"RMSE SCORE: {Math.Round(con.RMSE,4)}");
sw.WriteLine($"Progress time: {Math.Round(con.ProgressingTime.TotalSeconds, 2)} Sec");
sw.WriteLine(" ");
}
Console.WriteLine("Report is updated");
}
public void CalcErrorEval()
{
Console.WriteLine($"Start error eval");
DateTime startTime = DateTime.Now;
//List<List<AnimeStat>> UsersAnimes = reader.GetAnimeListForEval();
double totalBaseMAE = 0;
double totalBaseRMSE = 0;
double totalMAE = 0;
double totalRMSE = 0;
int N = 0;
int counter = 0;
foreach (var userAnimes in reader.GetAnimeListForEval())
{
if (counter % 1000 == 0)
{
Console.WriteLine($" current user nr: {counter}");
}
counter++;
if (userAnimes.Count < 2)
{
continue;
}
ErrorEvaluation x = PrepareEvaluation(userAnimes);
//TODO discuss if one of the 2 is not available
if (x.MAE == -1 || x.RMSE == -1 || x.BaseMAE == -1 || x.BaseRMSE == -1)
{
continue;
}
totalBaseMAE = totalBaseMAE + x.BaseMAE;
totalBaseRMSE = totalBaseRMSE + x.BaseRMSE;
totalMAE = totalMAE + x.MAE;
totalRMSE = totalRMSE + x.RMSE;
N++;
}
ErrorEvaluation conclusion = new ErrorEvaluation(totalMAE / N, totalRMSE / N, totalBaseMAE / N, totalBaseRMSE / N, DateTime.Now - startTime);
WriteErrorEvalReport(conclusion);
Console.WriteLine($"----- Error eval Complete -----");
Console.WriteLine($"");
}
