public void LoadFromFile() { if (File.Exists(annCfg)) { logger.InfoFormat("Read neural network configuration from file: {0}", annCfg); var _annComp = (AnnBuild)ObjectXMLSerializer.Load(annComp, annCfg); annComp.SetData(_annComp); } if (File.Exists(backPropCfg)) { logger.InfoFormat("Read back-propagation training configuration from file: {0}", backPropCfg); var _backProp = (BackPropagation)ObjectXMLSerializer.Load(backPropComp, backPropCfg); backPropComp.SetData(_backProp); } if (File.Exists(rPropCfg)) { logger.InfoFormat("Read resilient-propagation training configuration from file: {0}", rPropCfg); var _rprop = (ResilientPropagation)ObjectXMLSerializer.Load(rPropComp, rPropCfg); rPropComp.SetData(_rprop); } }