private void AddBayesianNetworkClassifier(int clusterLabel, BayesianNetworkClassifier network)
{
if (!this._bayesianNetworkClassfiers.Keys.Contains(clusterLabel))
{
this._bayesianNetworkClassfiers.Add(clusterLabel, network);
}
else
{
this._bayesianNetworkClassfiers[clusterLabel] = network;
}
}
public static BayesianClusterMultinetClassifier ConstructClusterBMNClassifier(ClusteringSolution clusteringSolution, IClassificationAlgorithm BayesianClassificationAlgorithms, DataMining.Data.Dataset trainingSet)
{
BayesianClusterMultinetClassifier BMNClassifier = new BayesianClusterMultinetClassifier(trainingSet.Metadata, clusteringSolution);
foreach (Cluster cluster in clusteringSolution.Clusters)
{
BayesianClassificationAlgorithms.Dataset = cluster.ConvertToDataset();
BayesianNetworkClassifier BNClassifier = BayesianClassificationAlgorithms.CreateClassifier() as BayesianNetworkClassifier;
BMNClassifier.AddBayesianNetworkClassifier(cluster.Label, BNClassifier);
}
return(BMNClassifier);
}
