//Constructors
/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="readoutUnitsCfg">Readout units settings</param>
/// <param name="testDataRatio">Specifies how big part of available samples will be used as testing samples during the training</param>
/// <param name="folds">The x in the x-fold cross-validation</param>
/// <param name="repetitions">Defines how many times the generation of whole folds will be repeated</param>
/// <param name="defaultNetworksCfg">Task dependent networks settings to be applied when specific networks for readout unit are not specified</param>
public ReadoutLayerSettings(ReadoutUnitsSettings readoutUnitsCfg,
double testDataRatio,
int folds = DefaultFoldsNum,
int repetitions = DefaultRepetitions,
DefaultNetworksSettings defaultNetworksCfg = null
)
{
//Default settings
TestDataRatio = testDataRatio;
Folds = folds;
Repetitions = repetitions;
ReadoutUnitsCfg = (ReadoutUnitsSettings)readoutUnitsCfg.DeepClone();
if (defaultNetworksCfg == null)
{
DefaultNetworksCfg = new DefaultNetworksSettings();
}
else
{
DefaultNetworksCfg = (DefaultNetworksSettings)defaultNetworksCfg.DeepClone();
}
Check();
return;
}
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public DefaultNetworksSettings(DefaultNetworksSettings source)
: this(source.ClassificationNetworksCfg, source.ForecastNetworksCfg)
{
return;
}
