public static void main(String[] args) throws Exception {
Neo4jHandler neo4jHandler = Neo4jHandler.getInstance("/media/disk/master/Noe4j/reuters");
ReutersDataset datasetHandler =
new ReutersDataset("/media/disk/master/Noe4j/datasets/reuters_mod");
long startTime = System.currentTimeMillis();
SinglePass singlePassAlgorithm = new SinglePass();
double threshold = 0.1;
Hashtable<String, Neo4jCluster> clusters =
singlePassAlgorithm.perform(datasetHandler, neo4jHandler, threshold, 5);
long endTime = System.currentTimeMillis();
FMeasure fmeasureCalculate = new FMeasure();
fmeasureCalculate.calculate(clusters, datasetHandler, neo4jHandler);
System.out.println("*********************");
System.out.println("Total elapsed time in execution is :" + (endTime - startTime));
System.out.println("******* For Threshold = " + threshold);
System.out.println("Fmeasure = " + fmeasureCalculate.getFmeasure());
System.out.println("Precision = " + fmeasureCalculate.getPrecision());
System.out.println("Recall = " + fmeasureCalculate.getRecall());
System.out.println("*********************");
// System.out.println("Number of documents = "+ datasetHandler.numberOfDocuments());
// Enumeration e = clusters.keys();
// while (e.hasMoreElements()) {
// String clusterID = (String) e.nextElement();
// System.out.println("Cluster = " + clusterID + " has number of documents = " +
// clusters.get(clusterID).getDocumentIDs().size());
// ArrayList<Neo4jDocument> documents =
// clusters.get(clusterID).getDocumentsList(datasetHandler, neo4jHandler);
// for (int i = 0; i < documents.size(); i++) {
//
// System.out.println(datasetHandler.getDocument(documents.get(i).getDocumentID()).getOrginalCluster());
// }
//
// System.out.println(("*********************************************************************************"));
// }
neo4jHandler.registerShutdownHook();
}
