LFRTest.cc File Reference

Test an algorithm on LFR benchmark. More...

#include "MyTools.h"
#include "cluster.h"
#include "CIS.h"
#include "nation.h"
#include <boost/tuple/tuple.hpp>
#include <boost/tuple/tuple_comparison.hpp>

Functions
int	main (int argc, char **argv)
Variables
int	ITER = 5

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Detailed Description

Test an algorithm on LFR benchmark.

Automatically runs a clustering algorithm on the LFR benchmark with the given parameters, and computes binary classification (Fscore, recall, precision) along with NMI scores of the results when compared with the ground truth used to generate the network.

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Function Documentation

int main	(	int	argc,
		char **	argv
	)

Parameters:

-n	Size of network
-k	Average node degree
-maxk	Maximum node degree
-mu	Mixing Parameter
-pl	Power Law Exponent
-on	Overlapping Nodes
-om	Overlapping Memberships

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Variable Documentation

int ITER = 5

Number of times to run (and average results of) cluster algorithm