710d770f1a3a9c57f70134d8a08e12cb153812d0,examples/benchmark_parallel.py,,,#,66

Before Change

    print("K-Protoypes took {:.2f} s for 1 thread and {:.2f} s for 4 threads:"
          " a {:.1f}x speed-up".format(res_kproto[0], res_kproto[1],
                                       res_kproto[0] / res_kproto[1]))
    print("K-Modes took {:.2f} s for 1 thread and {:.2f} s for 4 threads:"
          " a {:.1f}x speed-up".format(res_kmodes[0], res_kmodes[1],
                                       res_kmodes[0] / res_kmodes[1]))

After Change

    print("\nRunning K-Modes on 1 to {} cores for {} initialization tries "
          "of {} clusters with {}" " points of {} features".format(
           C, C, K, N_kmodes, M))
    run(_kmodes, C)

Instances