public static void RegressionTest(Network network, DataSet.DataSet data)
{
foreach (var datum in data.TestData())
{
WriteLine($"Case : {string.Join(' ', datum.Input)}");
network.SetInputs(datum.Input);
network.ForwardPropagation();
WriteLine($"Output : {string.Join(' ', network.Output)}");
}
}
public static void ClusteringTest(Network network, DataSet.DataSet data)
{
var correct = 0.0f;
var count = 0.0f;
WriteLine("Testing.");
Write($"Success Rate : {0.0f:##0.00%}");
foreach (var datum in data.TestData())
{
count += 1.0f;
network.SetInputs(datum.Input);
network.ForwardPropagation();
var maxIdx = Blas1.iamax(network.Output.Length, network.Output, 1);
if (maxIdx == Blas1.iamax(datum.Output.Length, datum.Output, 1))
{
correct += 1.0f;
}
Write($"\rSuccess Rate : {correct / count:##0.00%}");
}
WriteLine();
}