/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="elem">A xml element containing the configuration data.</param>
public FeedingPatternedSettings(XElement elem)
{
//Validation
XElement settingsElem = Validate(elem, XsdTypeName);
//Parsing
Slices = int.Parse(settingsElem.Attribute("slices").Value, CultureInfo.InvariantCulture);
Bidir = (NeuralPreprocessor.BidirProcessing)Enum.Parse(typeof(NeuralPreprocessor.BidirProcessing), settingsElem.Attribute("bidir").Value, true);
VarSchema = (InputPattern.VariablesSchema)Enum.Parse(typeof(InputPattern.VariablesSchema), settingsElem.Attribute("variablesSchema").Value, true);
XElement uniElem = settingsElem.Elements("unification").FirstOrDefault();
if (uniElem != null)
{
UnificationCfg = new UnificationSettings(uniElem);
}
else
{
UnificationCfg = new UnificationSettings();
}
XElement steadyFieldsElem = settingsElem.Elements("steadyFields").FirstOrDefault();
if (steadyFieldsElem != null)
{
SteadyFieldsCfg = new SteadyFieldsSettings(steadyFieldsElem);
}
else
{
SteadyFieldsCfg = null;
}
Check();
return;
}
//Constructors
/// <summary>
/// Creates an itialized instance.
/// </summary>
/// <param name="slices">Specifies how many times to collect predictors during the pattern preprocessing.</param>
/// <param name="bidir">Specifies whether and how to preprocess pattern in both time directions.</param>
/// <param name="varSchema">Specifies the variables organization schema in the pattern.</param>
/// <param name="unificationCfg">The configuration of the pattern unification.</param>
/// <param name="steadyFieldsCfg">The configuration of the steady external input fields.</param>
public FeedingPatternedSettings(int slices = DefaultSlices,
NeuralPreprocessor.BidirProcessing bidir = DefaultBidir,
InputPattern.VariablesSchema varSchema = DefaultVarSchema,
UnificationSettings unificationCfg = null,
SteadyFieldsSettings steadyFieldsCfg = null
)
{
Slices = slices;
Bidir = bidir;
VarSchema = varSchema;
UnificationCfg = unificationCfg == null ? new UnificationSettings() : (UnificationSettings)unificationCfg.DeepClone();
SteadyFieldsCfg = steadyFieldsCfg == null ? null : (SteadyFieldsSettings)steadyFieldsCfg.DeepClone();
Check();
return;
}
/// <summary>
/// The deep copy constructor.
/// </summary>
/// <param name="source">The source instance.</param>
public UnificationSettings(UnificationSettings source)
: this(source.Detrend, source.UnifyAmplitude, source.ResamplingCfg)
{
return;
}