/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="elem">A xml element containing the configuration data.</param>
public NeuralPreprocessorSettings(XElement elem)
{
//Validation
XElement settingsElem = Validate(elem, XsdTypeName);
//Parsing
InputEncoderCfg = new InputEncoderSettings(settingsElem.Elements("inputEncoder").First());
ReservoirStructuresCfg = new ReservoirStructuresSettings(settingsElem.Elements("reservoirStructures").First());
ReservoirInstancesCfg = new ReservoirInstancesSettings(settingsElem.Elements("reservoirInstances").First());
PredictorsReductionRatio = double.Parse(settingsElem.Attribute("predictorsReductionRatio").Value, CultureInfo.InvariantCulture);
PredictorValueMinSpan = double.Parse(settingsElem.Attribute("predictorValueMinSpan").Value, CultureInfo.InvariantCulture);
Check();
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance.
/// </summary>
/// <param name="inputEncoderCfg">The configuration of the input encoder.</param>
/// <param name="reservoirStructuresCfg">The configuration of the reservoir structures.</param>
/// <param name="reservoirInstancesCfg">The configuration of the reservoir instances.</param>
/// <param name="predictorsReductionRatio">Determines how many predictors having smallest value-span to be disabled.</param>
/// <param name="predictorValueMinSpan">Specifies the minimum acceptable predictor's value-span.</param>
public NeuralPreprocessorSettings(InputEncoderSettings inputEncoderCfg,
ReservoirStructuresSettings reservoirStructuresCfg,
ReservoirInstancesSettings reservoirInstancesCfg,
double predictorsReductionRatio = DefaultPredictorsReductionRatio,
double predictorValueMinSpan = DefaultPredictorValueMinSpan
)
{
InputEncoderCfg = (InputEncoderSettings)inputEncoderCfg.DeepClone();
ReservoirStructuresCfg = (ReservoirStructuresSettings)reservoirStructuresCfg.DeepClone();
ReservoirInstancesCfg = (ReservoirInstancesSettings)reservoirInstancesCfg.DeepClone();
PredictorsReductionRatio = predictorsReductionRatio;
PredictorValueMinSpan = predictorValueMinSpan;
Check();
return;
}
