private IList <Result> TrainWithSet(ITrainingEntry trainingEntry)
{
var trainingResultForEntry = new List <IList <double> > {
trainingEntry.Inputs
};
var j = 0;
foreach (var layer in this.Layers)
{
var trainingData = trainingResultForEntry[j];
var resultsForLayer = layer.Train(trainingData, ActivationFunction);
trainingResultForEntry.Add(resultsForLayer);
j++;
}
var resultValues = trainingResultForEntry.Last();
var resultErrors = trainingEntry.CalculateError(resultValues);
var results = new List <Result>();
for (var i = 0; i < trainingEntry.Labels.Count; i++)
{
var result = new Result(resultValues[i], resultErrors[i]);
results.Add(result);
}
return(results);
}
private void PresentFooterForSet(IList <Result> results, ITrainingEntry trainingEntry)
{
Console.WriteLine("- set completed");
for (var i = 0; i < this.OutputLabels.Count(); i++)
{
Console.WriteLine(
$"{this.OutputLabels[i]}: {results[i].Value.ToNonEString()} with error {results[i].Error.ToNonEString()}");
}
}
private void PresentHeaderForSet(ITrainingEntry trainingEntry)
{
Console.WriteLine("- Start set");
for (var i = 0; i < this.InputLabels.Count(); i++)
{
Console.WriteLine($"\t{this.InputLabels[i]}: {trainingEntry.Inputs[i]}");
}
Console.WriteLine($"\tExpected: {trainingEntry.Labels[0]}");
}
