print '******************************'
print 'Cluster 2:', indexes2
print '******************************'
print 'Cluster 3:', indexes3
print '******************************'
print 'Centers calculated are :', c
print '3-means cost is :', new_cost
indexes1=[]
indexes2=[]
indexes3=[]
""" Plotting the data """
title="Clustering using k-Means++ algorithm "
HC.kmeansplusplus_plot(cluster,phi,c,title)
val1=str(new_cost)
val2=str(c)
f = open( 'k_means+.txt', 'a' )
#headers='3-means cost'
#f.write(''.join(headers) + '\n')
#f.write ( '3 means cost =' +'\n')
f.write (val1 + '\t'+ val2 +'\n' )
f.close()
new_cost=0
