#igraph.summary(c.Graph)
#c.make_Graph(15, 200, prob = 0.1)
#igraph.summary(c.Graph)
#print len(c.clique_list)
#g = c.Graph.copy()
#d = DataPolishing(g)
#igraph.summary(d.Graph)
#print len(d.Graph.maximal_cliques(min = 3))
#igraph.write(d.Graph, "randam_clique_5000.gml")
#d.data_polish(polish_ratio = pr)
#igraph.summary(d.Graph)
#print len(d.Graph.maximal_cliques(min = 3))
#igraph.write(d.Graph, "polished_clique_5000.gml")
#print "recall = " , c.recall(d.Graph)
#print "precision = " , c.precision(d.Graph)
#print "accuracy = " , c.accuracy(d.Graph)
g = igraph.read("twitter_graph.gml")
a = DataPolishing(g)
print "original:"
igraph.summary(a.Graph)
print len(a.Graph.maximal_cliques(min = 3))
a.data_polish(polish_ratio = pr)
print "polished"
igraph.summary(a.Graph)
print len(a.Graph.maximal_cliques(min = 3))
igraph.write(a.Graph, "polished_twitter_grapht.gml")
#a = DataPolishing(g) #igraph.summary(a.Graph) #print a.Graph.maximal_cliques(min = 3) #print len(a.Graph.maximal_cliques(min = 3)) #a.data_polish(polish_ratio = pr) #print a.Graph.maximal_cliques(min = 3) #print len(a.Graph.maximal_cliques(min = 3)) #igraph.write(a.Graph, "polished_grapht.gml") #igraph.summary(a.Graph) c = Experiment(5000) igraph.summary(c.Graph) c.make_Graph(30, 100) igraph.summary(c.Graph) #print len(c.clique_list) g = c.Graph.copy() d = DataPolishing(g) igraph.summary(d.Graph) print len(d.Graph.maximal_cliques(min=3)) #igraph.write(d.Graph, "randam_clique_5000.gml") d.data_polish(polish_ratio=pr) igraph.summary(d.Graph) print len(d.Graph.maximal_cliques(min=3)) #igraph.write(d.Graph, "polished_clique_5000.gml") print "recall = ", c.recall(d.Graph) print "precision = ", c.precision(d.Graph) print "accuracy = ", c.accuracy(d.Graph)
#a = DataPolishing(g) #igraph.summary(a.Graph) #print a.Graph.maximal_cliques(min = 3) #print len(a.Graph.maximal_cliques(min = 3)) #a.data_polish(polish_ratio = pr) #print a.Graph.maximal_cliques(min = 3) #print len(a.Graph.maximal_cliques(min = 3)) #igraph.write(a.Graph, "polished_grapht.gml") #igraph.summary(a.Graph) c = Experiment(5000) igraph.summary(c.Graph) c.make_Graph(30,100) igraph.summary(c.Graph) #print len(c.clique_list) g = c.Graph.copy() d = DataPolishing(g) igraph.summary(d.Graph) print len(d.Graph.maximal_cliques(min = 3)) #igraph.write(d.Graph, "randam_clique_5000.gml") d.data_polish(polish_ratio = pr) igraph.summary(d.Graph) print len(d.Graph.maximal_cliques(min = 3)) #igraph.write(d.Graph, "polished_clique_5000.gml") print "recall = " , c.recall(d.Graph) print "precision = " , c.precision(d.Graph) print "accuracy = " , c.accuracy(d.Graph)
#igraph.summary(c.Graph)
#c.make_Graph(15, 200, prob = 0.1)
#igraph.summary(c.Graph)
#print len(c.clique_list)
#g = c.Graph.copy()
#d = DataPolishing(g)
#igraph.summary(d.Graph)
#print len(d.Graph.maximal_cliques(min = 3))
#igraph.write(d.Graph, "randam_clique_5000.gml")
#d.data_polish(polish_ratio = pr)
#igraph.summary(d.Graph)
#print len(d.Graph.maximal_cliques(min = 3))
#igraph.write(d.Graph, "polished_clique_5000.gml")
#print "recall = " , c.recall(d.Graph)
#print "precision = " , c.precision(d.Graph)
#print "accuracy = " , c.accuracy(d.Graph)
g = igraph.read("twitter_graph.gml")
a = DataPolishing(g)
print "original:"
igraph.summary(a.Graph)
print len(a.Graph.maximal_cliques(min=3))
a.data_polish(polish_ratio=pr)
print "polished"
igraph.summary(a.Graph)
print len(a.Graph.maximal_cliques(min=3))
igraph.write(a.Graph, "polished_twitter_grapht.gml")