With random k-means (no seed): 4 motion clusters: ================== Exact: Approximate: Coarse: List: 125.189 - 10 clusters 49.6452 - 5 clusters 14.2696 - 5 clusters 16.6853 - 5 clusters 129.206 - 11 clusters 52.1741 - 13 clusters 15.2588 - 5 clusters 17.7365 - 5 clusters 128.375 - 10 clusters 41.5019 - 10 clusters 15.5520 - 6 clusters 17.5751 - 6 clusters 197.848 - 10 clusters 43.9090 - 6 clusters 15.1447 - 6 clusters 17.3059 - 6 clusters 102.633 - 7 clusters 62.2284 - 8 clusters 21.5482 - 5 clusters 19.6271 - 6 clusters 104.225 - 7 clusters 56.0053 - 8 clusters 19.8915 - 6 clusters 18.2760 - 7 clusters 107.957 - 9 clusters 54.4663 - 8 clusters 20.4761 - 5 clusters 18.4046 - 5 clusters 124.341 - 9 clusters 58.6006 - 11 clusters 19.9366 - 7 clusters 18.0122 - 7 clusters 82.1877 - 10 clusters 56.5180 - 5 clusters 30.8158 - 4 clusters 25.3787 - 5 clusters 127.798 - 11 clusters 51.5256 - 8 clusters 16.2436 - 5 clusters 15.8134 - 5 clusters Mean: 122.976 Mean: 52.655 Mean: 18.914 Mean: 18.481 3 motion clusters: ================== Exact: Approximate: Coarse: List: 238.035 - 8 clusters 54.3648 - 5 clusters 28.4918 - 4 clusters 21.8009 - 4 clusters 203.230 - 6 clusters 159.879 - 4 clusters 32.0062 - 3 clusters 24.1724 - 3 clusters 213.935 - 7 clusters 93.0095 - 5 clusters 32.0789 - 4 clusters 25.3164 - 4 clusters 196.579 - 8 clusters 94.0124 - 9 clusters 28.9423 - 4 clusters 22.5520 - 4 clusters 103.918 - 6 clusters 88.2561 - 6 clusters 27.2637 - 3 clusters 20.9138 - 3 clusters Mean: 191.139 Mean: 97.904 Mean: 29.756 Mean: 22.951 With standardized k-means (seed 0): 4 motion clusters: ================== Exact: Approximate: Coarse: List: 97.0366 - 8 clusters 49.4288 - 8 clusters 14.3474 - 5 clusters 14.7071 - 5 clusters 97.2876 - 8 clusters 49.2919 - 8 clusters 14.2959 - 5 clusters 14.6751 - 5 clusters 97.2235 - 8 clusters 49.6342 - 8 clusters 14.2895 - 5 clusters 14.6652 - 5 clusters 97.0139 - 8 clusters 49.3349 - 8 clusters 14.2941 - 5 clusters 14.6837 - 5 clusters 97.2806 - 8 clusters 49.3579 - 8 clusters 14.2965 - 5 clusters 14.7096 - 5 clusters 3 motion clusters: ================== Exact: Approximate: Coarse: List: 203.664 - 9 clusters 92.2545 - 9 clusters 31.2772 - 4 clusters 24.7488 - 4 clusters