/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="elem">Xml element containing the initialization settings</param>
public ForecastTaskSettings(XElement elem)
{
//Validation
XElement settingsElem = Validate(elem, XsdTypeName);
//Parsing
//Filter
XElement filterSettingsElem = settingsElem.Elements().First();
switch (filterSettingsElem.Name.LocalName)
{
case "binFeature":
FeatureFilterCfg = new BinFeatureFilterSettings(filterSettingsElem);
break;
case "enumFeature":
FeatureFilterCfg = new EnumFeatureFilterSettings(filterSettingsElem);
break;
case "realFeature":
FeatureFilterCfg = new RealFeatureFilterSettings(filterSettingsElem);
break;
default:
throw new InvalidOperationException($"Feature filter element not found.");
}
//Networks
XElement forecastNetworksSettingsElem = settingsElem.Elements("networks").FirstOrDefault();
NetworksCfg = forecastNetworksSettingsElem == null ? new ForecastNetworksSettings() : new ForecastNetworksSettings(forecastNetworksSettingsElem);
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance
/// </summary>
/// <param name="featureFilterCfg">Output feature filter settings</param>
/// <param name="networksCfg">Forecasting networks settings</param>
public ForecastTaskSettings(IFeatureFilterSettings featureFilterCfg,
ForecastNetworksSettings networksCfg = null
)
{
FeatureFilterCfg = (IFeatureFilterSettings)featureFilterCfg.DeepClone();
NetworksCfg = networksCfg == null ? new ForecastNetworksSettings() : (ForecastNetworksSettings)networksCfg.DeepClone();
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance
/// </summary>
/// <param name="classificationNetworksCfg">Default classification networks settings</param>
/// <param name="forecastNetworksCfg">Default forecast networks settings</param>
public DefaultNetworksSettings(ClassificationNetworksSettings classificationNetworksCfg = null,
ForecastNetworksSettings forecastNetworksCfg = null
)
{
ClassificationNetworksCfg = classificationNetworksCfg == null ? new ClassificationNetworksSettings() : (ClassificationNetworksSettings)classificationNetworksCfg.DeepClone();
ForecastNetworksCfg = forecastNetworksCfg == null ? new ForecastNetworksSettings() : (ForecastNetworksSettings)forecastNetworksCfg.DeepClone();
return;
}
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public ForecastNetworksSettings(ForecastNetworksSettings source)
: this()
{
foreach (FeedForwardNetworkSettings netCfg in source.NetworkCfgCollection)
{
NetworkCfgCollection.Add((FeedForwardNetworkSettings)netCfg.DeepClone());
}
return;
}
/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="elem">Xml element containing the initialization settings</param>
public DefaultNetworksSettings(XElement elem)
{
//Validation
XElement settingsElem = Validate(elem, XsdTypeName);
//Parsing
XElement classificationNetworksSettingsElem = settingsElem.Elements("classification").FirstOrDefault();
ClassificationNetworksCfg = classificationNetworksSettingsElem == null ? new ClassificationNetworksSettings() : new ClassificationNetworksSettings(classificationNetworksSettingsElem);
XElement forecastNetworksSettingsElem = settingsElem.Elements("forecast").FirstOrDefault();
ForecastNetworksCfg = forecastNetworksSettingsElem == null ? new ForecastNetworksSettings() : new ForecastNetworksSettings(forecastNetworksSettingsElem);
return;
}