public ClusterInterface getOutputCluster()
{
ClusterInterface cluster = new SOcluster(dataset.NumberOfOutputNodes, clusterSetting.OutputClusterSize);
cluster.computeInitialCentroids(dataset.DesiredOutputs, new double[0, 0], dataset.TotalNumberOfRecords);
cluster.computeFinalCentroids(dataset.DesiredOutputs, new double[0, 0], dataset.TotalNumberOfRecords);
return cluster;
}
public ClusterInterface getInputCluster(AppConfig appConfig)
{
ClusterInterface cluster = new SOcluster(dataset.NumberOfInputNodes, clusterSetting.InputClusterSize);
cluster.computeInitialCentroids(dataset.Inputdata, new double[0, 0], dataset.TotalNumberOfRecords);
cluster.computeFinalCentroids(dataset.Inputdata, new double[0, 0], dataset.TotalNumberOfRecords);
return cluster;
}
