public Dictionary <int, double> GetSinglePersatagedOutput()
{
Dictionary <int, double> persantages = new Dictionary <int, double>();
var dataSet = SingleImageDataSet.ProcessImage();
var first_hidden_output = CalculateOutputsForLayer(dataSet, Weights_input_hidden);
var hidden_out_output = CalculateOutputsForLayer(first_hidden_output.Column(0).ToArray(), Weights_hidden_output);
var res = hidden_out_output.Column(0).ToArray();
for (int i = 0; i < res.Length; i++)
{
var pers = 100 - (100 * (1 - res[i]));
persantages.Add(i, pers);
}
return(persantages);
}
public int GetSingleOutput()
{
var dataSet = SingleImageDataSet.ProcessImage();
var first_hidden_output = CalculateOutputsForLayer(dataSet, Weights_input_hidden);
var hidden_out_output = CalculateOutputsForLayer(first_hidden_output.Column(0).ToArray(), Weights_hidden_output);
var res = hidden_out_output.Column(0).ToArray();
var max_result = res.Max();
int max_res_index = -1;
for (int i = 0; i < res.Length; i++)
{
if (res[i] == max_result)
{
max_res_index = i;
}
}
return(max_res_index);
}
