public PoptvrSystem(DataSet dataset, ClusterSetting clusterSetting, ClusterFacadeInterface clusterFacade, Settings settings)
{
this.dataset = dataset;
this.clusterSetting = clusterSetting;
this.clusterFacade = clusterFacade;
this.appConfig = new AppConfig(settings);
}
public PoptvrModel(DataSet dataset, ClusterSetting clusterSetting)
{
this.dataset = dataset;
this.clusterSetting = clusterSetting;
this.numberOfInputs = this.dataset.NumberOfInputNodes;
this.numberOfOutputs = this.dataset.NumberOfOutputNodes;
this.inputClusterSize = this.clusterSetting.InputClusterSize;
this.outputClusterSize = this.clusterSetting.OutputClusterSize;
buildRULES();
buildPOPTVR();
}
public MlvqFacade(DataSet dataset, ClusterSetting clusterSetting)
{
this.clusterSetting = clusterSetting;
this.dataset = dataset;
}
public static ClusterSetting getClusterSettings(Settings settings)
{
int inpuClusterSize = settings.InputClusterSize;
int outputClusterSize = settings.OutputClusterSize;
int maxTrainCycleNumber = settings.MaxTrainCycleNumber;
int printOutInterval = settings.PrintOutInterval;
double widthConstant = settings.WidthConstant;
double maxError = settings.MaxError;
double learningRate = settings.LearningRate;
ClusterSetting clusterSetting = new ClusterSetting(inpuClusterSize, outputClusterSize, maxTrainCycleNumber, printOutInterval, widthConstant, maxError, learningRate);
return clusterSetting;
}
public static ClusterSetting getClusterSettings()
{
int inpuClusterSize = AppConfig.getInputClusterSize();
int outputClusterSize = AppConfig.getOutputClusterSize();
int maxTrainCycleNumber = AppConfig.getMaxTrainCycleNumber();
int printOutInterval = AppConfig.getPrintOutInterval();
double widthConstant = AppConfig.getWidthConstant();
double maxError = AppConfig.getMaxError();
double learningRate = AppConfig.getLearningRate();
ClusterSetting clusterSetting = new ClusterSetting(inpuClusterSize, outputClusterSize, maxTrainCycleNumber, printOutInterval, widthConstant, maxError, learningRate);
return clusterSetting;
}
public PoptvrSystem(DataSet dataset, ClusterSetting clusterSetting, ClusterFacadeInterface clusterFacade)
{
this.dataset = dataset;
this.clusterSetting = clusterSetting;
this.clusterFacade = clusterFacade;
}
