public static void Main()
{
String userInput;
Console.WriteLine("Would you like to Run Problem 1 or Problem 2? [1/2]");
userInput = Console.ReadLine();
if (userInput.Equals("1"))
{
DataSetIO dataSet;
Console.WriteLine("Would you like to create a new data set? [y/n]");
userInput = Console.ReadLine();
if (userInput.Equals("y"))
{
dataSet = new DataSetIO(true);
Console.WriteLine("How many entries would you like in your data set? [Any Number]");
userInput = Console.ReadLine();
dataSet.CreateDataSet(Convert.ToInt32(userInput));
Console.WriteLine("Created dataset.");
}
else
{
dataSet = new DataSetIO(false);
Console.WriteLine("Using Existing Dataset");
}
dataSet.ReadDataSet();
KMeansAlgorithm kMeans = new KMeansAlgorithm();
List <Patient> patients = dataSet.getPatientsList();
ClusterIO.ClearDataSet();
kMeans.DetermineInitialValues(patients);
foreach (var patient in patients)
{
kMeans.IntializePoints(patient);
}
kMeans.PlantSeeds();
kMeans.CalculateClusterContents();
kMeans.DetermineOutliers();
}
else
{
Console.WriteLine("Please enter a path in the format of 0,1,2 for numbers [0-2]");
userInput = Console.ReadLine();
Matrix.DisplayProbability(Matrix.RequestedEmisition(userInput));
//MatrixIO.ReadMatrixData();
}
}
