= %.4f, ARI= %.4f' % (ami, nmi, ari))
实验结果:
Final: AMI= 0.6565, NMI= 0.6575, ARI= 0.6813
5....Initializing k-means: AMI= 0.6138, NMI= 0.6150, ARI= 0.5139
Clustering 1: AMI= 0.6138, NMI= 0.6150,...Clustering 4: AMI= 0.6161, NMI= 0.6173, ARI= 0.5207 ,acc= 0.6378
Clustering 5: AMI= 0.6162, NMI=...Clustering 7: AMI= 0.6165, NMI= 0.6177, ARI= 0.5244 ,acc= 0.6524
Clustering 8: AMI= 0.6174, NMI=...10: AMI= 0.6177, NMI= 0.6188, ARI= 0.5240 ,acc= 0.6410
Clustering 11: AMI= 0.6174, NMI= 0.6186,