double GetAccuracyWithNewTestingOutputData(int numberOfCustomers)
{
DataPopulator.DataPopulator dp = new DataPopulator.DataPopulator();
List <Person> personList = dp.GeneratePeopleData(numberOfCustomers);
List <Customer> customerList = new List <Customer>();
foreach (Person person in personList)
{
Customer customer = new Customer(person.Age, person.AnnualIncome, person.WorkStatus, person.Destination);
customerList.Add(customer);
}
double[][] outputTestingDataList = GetOutputArray(customerList);
double[][] inputTestingDataList = GetInputArray(customerList);
int customerCount = customerList.Count();
double[][] actualData = new double[customerCount][];
for (int i = 0; i < customerCount; i++)
{
for (int j = 0; j < numberOfInputNodes; j++)
{
net.PerceptionLayer[j].Output = inputTestingDataList[i][j];
}
net.Pulse();
actualData[i] = new double[numberOfOutputNodes];
for (int k = 0; k < numberOfOutputNodes; k++)
{
actualData[i][k] = net.OutputLayer[k].Output;
}
}
double accuracy = GetAccuracy(outputTestingDataList, actualData);
return(accuracy);
}
static void Main(string[] args)
{
DataPopulator dp = new DataPopulator();
dp.Run();
}
