static void Main(string[] args)
{
Stopwatch sw = new Stopwatch();
sw.Start();
var csvHelper = new CSVFormatter();
var trainingArray = File.ReadAllLines("ExcelFiles/trainingsample.csv");
var recordsList = csvHelper.FormatToRecordList(trainingArray);
var validationArray = File.ReadAllLines("ExcelFiles/validationsample.csv");
var validationrecordsList = csvHelper.FormatToRecordList(validationArray);
var results = Prediction.Predict(recordsList, validationrecordsList);
int accuracy = 0;
for (var i = 0; i < results.ToArray().Length; i++)
{
if (results[i].Number.Equals(validationrecordsList[i].Number))
{
accuracy++;
}
//Console.WriteLine($" The closest match for{i}-th record is {results[i].Number} || {validationrecordsList[i].Number} distance of {results[i].DistanceToNumber}");
}
Console.WriteLine($"Accuracy is {accuracy} out of {validationArray.Length}");
sw.Stop();
Console.WriteLine(sw.Elapsed);
Console.ReadLine();
}
