static void Main(string[] args)
{
ado ado = new ado();
ado.ConnectToDB();
//ado.SQLToFile("select * from courses","C:/Users/Brian/Documents/datasets/courses.txt");
NetData train = new NetData();
NetData test = new NetData();
NNet nnet = new NNet();
string sqltrain;
string sqltest;
sqltrain = SQLNetData.TrainHeader() + SQLNetData.MainInput() + SQLNetData.TrainWhere();
sqltest = SQLNetData.TestHeader() + SQLNetData.MainInput() + SQLNetData.TestWhere();
train.SQLtoTrainData(sqltrain,ado.Conn);
test.SQLtoTestData(sqltest, ado.Conn);
//Utils.DataTableToFile(train.DataTable,"E:/Users/Brian/datasets/encogtrain.txt");
////Utils.DataTableToFile(test.DataTable, "E:/Users/Brian/datasets/encogtest.txt");
//train.DataTable = Utils.DataTableFromFile("E:/Users/Brian/datasets/encogtrain.txt");
//Utils.DataTableToFile(train.DataTable, "E:/Users/Brian/datasets/encogtrain2.txt");
//train.DataTable = Utils.DataTableFromFile("E:/Users/Brian/datasets/encogtrain2.txt");
//Utils.DataTableToFile(train.DataTable, "E:/Users/Brian/datasets/encogtrain3.txt");
while (true)
{
for (int nodes = 16; nodes < 42; nodes = nodes + 2)
{
nnet.Create(train.ColCount - 2, nodes);
nnet.Train(train, test);
}
}
Console.Write("\n\nPress ENTER to continue.");
Console.ReadLine();
}
