/// <summary>
/// Возращает среднюю метрику metric по всему DataEnumerator
/// </summary>
/// <param name="data"></param>
/// <param name="metric"></param>
/// <returns></returns>
public virtual double GetMeanMetric(IDataEnumerator data, IMetric metric)
{
data.Reset();
double mean_metric = 0;
int count = 0;
object lock_target = new object();
Parallel.ForEach(data, (needed) =>
{
double[,,] output = GetOutput(needed.input);
var m = metric.Metric(output, needed.output);
lock (lock_target)
{
mean_metric += m;
count++;
}
});
data.Reset();
mean_metric /= count;
return(mean_metric);
}