public static void Start()
{
var dbManagementXmlFileName = ConfigurationManager.AppSettings["DBManagementXmlFileName"];
IDataLoader loader = DataLoader.CreateIt(EntityDataValidator.CreateIt());
var data = loader.LoadFromFile(dbManagementXmlFileName);
_algorithm = ID3Algorithm.CreateIt(data);
_algorithm.BuildDecisionTree();
var dataForOptimized = loader.LoadFromFile(dbManagementXmlFileName);
_algorithmOptimized = ID3Algorithm.CreateIt(dataForOptimized, true);
_algorithmOptimized.BuildDecisionTree();
}
private static void InvokeID3Algorithm(IDomainTree data)
{
var me = ID3Algorithm.CreateIt(data);
long startTime = DateTime.Now.Ticks;
me.BuildDecisionTree();
long endTime = DateTime.Now.Ticks;
long totalTime = (endTime - startTime) / 1000;
TreePrinter.PrintTree(me.DomainTree);
Console.ForegroundColor = ConsoleColor.Green;
Console.WriteLine();
Console.WriteLine("Generating tree: {0} ms", totalTime);
Console.WriteLine();
Console.ForegroundColor = ConsoleColor.White;
}
