Ant,X,count = nt.main(fname)
code = cl_ant.ant_label(Ant)
p, e, c = eva.Evaluate_All(code, X.tolist(), d, fname)
P = P + p
E = E + e
C = C + c
#kmeans.show_plot(code, X)
print "NO-THRESHOLDS Algorithm : %s" %N
print "P: ", P/float(N)
print "E: ", E/float(N)
print "C: ", C/float(N)
print "count:", count
#--- K-means ---
P = 0.0
E = 0.0
C = 0.0
for i in range(N):
#time.sleep(1)
code,X = kmeans.main(fname,k)
p, e, c = eva.Evaluate_All(code, X.tolist(), d, fname)
P = P + p
E = E + e
C = C + c
print "K-means Algorithm : %s" %N
print "P: ", P/float(N)
print "E: ", E/float(N)
print "C: ", C/float(N)
