[ 6.7s] loaded Madrid (76263, 393) Amsterdam (25992, 393) [ 17.4s] cls_lr_zs n=0 r=0 done in 10.7s [ 38.8s] cls_svm_zs n=0 r=0 done in 21.4s [ 46.8s] cls_lr n=5 r=0 done in 8.0s [ 54.6s] cls_lr n=5 r=1 done in 7.8s [ 62.8s] cls_lr n=5 r=2 done in 8.2s [ 72.1s] cls_lr n=5 r=3 done in 9.3s [ 81.0s] cls_lr n=5 r=4 done in 8.9s [ 89.4s] cls_lr n=25 r=0 done in 8.4s [ 98.2s] cls_lr n=25 r=1 done in 8.7s [ 106.3s] cls_lr n=25 r=2 done in 8.1s [ 114.9s] cls_lr n=25 r=3 done in 8.6s [ 123.7s] cls_lr n=25 r=4 done in 8.8s [ 132.6s] cls_lr n=50 r=0 done in 8.9s [ 141.6s] cls_lr n=50 r=1 done in 9.1s [ 150.0s] cls_lr n=50 r=2 done in 8.4s [ 159.0s] cls_lr n=50 r=3 done in 8.9s [ 168.3s] cls_lr n=50 r=4 done in 9.3s [ 177.8s] cls_lr n=100 r=0 done in 9.5s [ 187.2s] cls_lr n=100 r=1 done in 9.4s [ 196.2s] cls_lr n=100 r=2 done in 8.9s [ 204.5s] cls_lr n=100 r=3 done in 8.4s [ 212.6s] cls_lr n=100 r=4 done in 8.1s [ 220.9s] cls_lr n=200 r=0 done in 8.3s [ 229.5s] cls_lr n=200 r=1 done in 8.6s [ 237.2s] cls_lr n=200 r=2 done in 7.6s [ 244.8s] cls_lr n=200 r=3 done in 7.6s [ 252.4s] cls_lr n=200 r=4 done in 7.6s [ 273.7s] cls_lr_feda n=5 r=0 done in 21.3s [ 294.6s] cls_lr_feda n=5 r=1 done in 20.9s [ 317.3s] cls_lr_feda n=5 r=2 done in 22.7s [ 338.6s] cls_lr_feda n=5 r=3 done in 21.3s [ 358.2s] cls_lr_feda n=5 r=4 done in 19.6s [ 378.7s] cls_lr_feda n=25 r=0 done in 20.5s [ 399.2s] cls_lr_feda n=25 r=1 done in 20.5s [ 419.1s] cls_lr_feda n=25 r=2 done in 19.9s [ 437.9s] cls_lr_feda n=25 r=3 done in 18.9s [ 457.3s] cls_lr_feda n=25 r=4 done in 19.4s [ 475.9s] cls_lr_feda n=50 r=0 done in 18.6s [ 494.7s] cls_lr_feda n=50 r=1 done in 18.9s [ 513.4s] cls_lr_feda n=50 r=2 done in 18.7s [ 531.6s] cls_lr_feda n=50 r=3 done in 18.2s [ 549.8s] cls_lr_feda n=50 r=4 done in 18.3s [ 568.9s] cls_lr_feda n=100 r=0 done in 19.1s [ 589.1s] cls_lr_feda n=100 r=1 done in 20.2s [ 608.8s] cls_lr_feda n=100 r=2 done in 19.8s [ 628.3s] cls_lr_feda n=100 r=3 done in 19.4s [ 647.7s] cls_lr_feda n=100 r=4 done in 19.4s [ 666.4s] cls_lr_feda n=200 r=0 done in 18.7s [ 683.8s] cls_lr_feda n=200 r=1 done in 17.4s [ 704.1s] cls_lr_feda n=200 r=2 done in 20.3s [ 726.2s] cls_lr_feda n=200 r=3 done in 22.1s [ 748.6s] cls_lr_feda n=200 r=4 done in 22.3s [ 773.2s] cls_svm n=5 r=0 done in 24.7s [ 796.0s] cls_svm n=5 r=1 done in 22.8s [ 820.8s] cls_svm n=5 r=2 done in 24.7s [ 845.7s] cls_svm n=5 r=3 done in 24.9s [ 870.1s] cls_svm n=5 r=4 done in 24.4s [ 895.0s] cls_svm n=25 r=0 done in 24.9s [ 918.4s] cls_svm n=25 r=1 done in 23.4s [ 943.2s] cls_svm n=25 r=2 done in 24.9s [ 968.3s] cls_svm n=25 r=3 done in 25.1s [ 992.7s] cls_svm n=25 r=4 done in 24.4s [ 1018.6s] cls_svm n=50 r=0 done in 25.9s [ 1045.4s] cls_svm n=50 r=1 done in 26.8s [ 1070.9s] cls_svm n=50 r=2 done in 25.5s [ 1097.6s] cls_svm n=50 r=3 done in 26.8s [ 1123.8s] cls_svm n=50 r=4 done in 26.2s [ 1149.6s] cls_svm n=100 r=0 done in 25.7s [ 1176.5s] cls_svm n=100 r=1 done in 27.0s [ 1203.2s] cls_svm n=100 r=2 done in 26.7s [ 1229.2s] cls_svm n=100 r=3 done in 26.0s [ 1255.8s] cls_svm n=100 r=4 done in 26.5s [ 1281.1s] cls_svm n=200 r=0 done in 25.3s [ 1309.2s] cls_svm n=200 r=1 done in 28.1s [ 1339.1s] cls_svm n=200 r=2 done in 29.9s [ 1366.6s] cls_svm n=200 r=3 done in 27.5s [ 1394.7s] cls_svm n=200 r=4 done in 28.1s [ 1447.7s] cls_svm_feda n=5 r=0 done in 53.1s [ 1501.8s] cls_svm_feda n=5 r=1 done in 54.1s [ 1551.7s] cls_svm_feda n=5 r=2 done in 49.9s [ 1600.2s] cls_svm_feda n=5 r=3 done in 48.5s [ 1652.6s] cls_svm_feda n=5 r=4 done in 52.4s [ 1710.2s] cls_svm_feda n=25 r=0 done in 57.6s [ 1762.1s] cls_svm_feda n=25 r=1 done in 51.9s [ 1810.4s] cls_svm_feda n=25 r=2 done in 48.3s [ 1864.6s] cls_svm_feda n=25 r=3 done in 54.2s [ 1920.8s] cls_svm_feda n=25 r=4 done in 56.3s [ 1970.7s] cls_svm_feda n=50 r=0 done in 49.8s [ 2021.9s] cls_svm_feda n=50 r=1 done in 51.3s [ 2079.2s] cls_svm_feda n=50 r=2 done in 57.3s [ 2136.3s] cls_svm_feda n=50 r=3 done in 57.1s [ 2186.3s] cls_svm_feda n=50 r=4 done in 49.9s [ 2240.0s] cls_svm_feda n=100 r=0 done in 53.7s [ 2298.0s] cls_svm_feda n=100 r=1 done in 58.1s [ 2354.1s] cls_svm_feda n=100 r=2 done in 56.0s [ 2411.0s] cls_svm_feda n=100 r=3 done in 56.9s [ 2467.6s] cls_svm_feda n=100 r=4 done in 56.6s [ 2512.3s] cls_svm_feda n=200 r=0 done in 44.7s [ 2542.7s] cls_svm_feda n=200 r=1 done in 30.5s [ 2577.2s] cls_svm_feda n=200 r=2 done in 34.4s [ 2608.2s] cls_svm_feda n=200 r=3 done in 31.0s [ 2639.8s] cls_svm_feda n=200 r=4 done in 31.6s [ 2644.7s] cls_nys_lr n=5 r=0 done in 4.9s [ 2648.8s] cls_nys_lr n=5 r=1 done in 4.1s [ 2652.6s] cls_nys_lr n=5 r=2 done in 3.8s [ 2657.5s] cls_nys_lr n=5 r=3 done in 4.9s [ 2664.1s] cls_nys_lr n=5 r=4 done in 6.5s [ 2668.8s] cls_nys_lr n=25 r=0 done in 4.8s [ 2674.7s] cls_nys_lr n=25 r=1 done in 5.9s [ 2680.5s] cls_nys_lr n=25 r=2 done in 5.8s [ 2684.6s] cls_nys_lr n=25 r=3 done in 4.1s [ 2687.8s] cls_nys_lr n=25 r=4 done in 3.2s [ 2692.5s] cls_nys_lr n=50 r=0 done in 4.7s [ 2697.4s] cls_nys_lr n=50 r=1 done in 4.9s [ 2701.6s] cls_nys_lr n=50 r=2 done in 4.2s [ 2705.0s] cls_nys_lr n=50 r=3 done in 3.4s [ 2709.4s] cls_nys_lr n=50 r=4 done in 4.4s [ 2713.2s] cls_nys_lr n=100 r=0 done in 3.8s [ 2717.9s] cls_nys_lr n=100 r=1 done in 4.7s [ 2720.8s] cls_nys_lr n=100 r=2 done in 2.9s [ 2723.3s] cls_nys_lr n=100 r=3 done in 2.5s [ 2727.8s] cls_nys_lr n=100 r=4 done in 4.5s [ 2733.9s] cls_nys_lr n=200 r=0 done in 6.0s [ 2738.1s] cls_nys_lr n=200 r=1 done in 4.2s [ 2742.2s] cls_nys_lr n=200 r=2 done in 4.1s [ 2744.6s] cls_nys_lr n=200 r=3 done in 2.4s [ 2750.3s] cls_nys_lr n=200 r=4 done in 5.7s [ 2750.4s] cls_knn n=5 r=0 done in 0.1s [ 2750.5s] cls_knn n=5 r=1 done in 0.1s [ 2750.6s] cls_knn n=5 r=2 done in 0.1s [ 2750.7s] cls_knn n=5 r=3 done in 0.1s [ 2750.8s] cls_knn n=5 r=4 done in 0.1s [ 2751.0s] cls_knn n=25 r=0 done in 0.2s [ 2751.2s] cls_knn n=25 r=1 done in 0.2s [ 2751.4s] cls_knn n=25 r=2 done in 0.2s [ 2751.5s] cls_knn n=25 r=3 done in 0.2s [ 2751.7s] cls_knn n=25 r=4 done in 0.2s [ 2752.0s] cls_knn n=50 r=0 done in 0.3s [ 2752.3s] cls_knn n=50 r=1 done in 0.3s [ 2752.6s] cls_knn n=50 r=2 done in 0.3s [ 2752.9s] cls_knn n=50 r=3 done in 0.3s [ 2753.2s] cls_knn n=50 r=4 done in 0.3s [ 2753.5s] cls_knn n=100 r=0 done in 0.4s [ 2753.9s] cls_knn n=100 r=1 done in 0.4s [ 2754.4s] cls_knn n=100 r=2 done in 0.4s [ 2754.8s] cls_knn n=100 r=3 done in 0.4s [ 2755.1s] cls_knn n=100 r=4 done in 0.3s [ 2755.7s] cls_knn n=200 r=0 done in 0.6s [ 2756.3s] cls_knn n=200 r=1 done in 0.6s [ 2756.9s] cls_knn n=200 r=2 done in 0.6s [ 2757.6s] cls_knn n=200 r=3 done in 0.7s [ 2758.2s] cls_knn n=200 r=4 done in 0.6s [ 2758.5s] cls_lda n=5 r=0 done in 0.3s [ 2758.7s] cls_lda n=5 r=1 done in 0.3s [ 2759.0s] cls_lda n=5 r=2 done in 0.2s [ 2759.2s] cls_lda n=5 r=3 done in 0.2s [ 2759.4s] cls_lda n=5 r=4 done in 0.2s [ 2759.6s] cls_lda n=25 r=0 done in 0.2s [ 2759.9s] cls_lda n=25 r=1 done in 0.2s [ 2760.1s] cls_lda n=25 r=2 done in 0.3s [ 2760.4s] cls_lda n=25 r=3 done in 0.2s [ 2760.6s] cls_lda n=25 r=4 done in 0.2s [ 2760.9s] cls_lda n=50 r=0 done in 0.2s [ 2761.1s] cls_lda n=50 r=1 done in 0.2s [ 2761.3s] cls_lda n=50 r=2 done in 0.3s [ 2761.6s] cls_lda n=50 r=3 done in 0.2s [ 2761.8s] cls_lda n=50 r=4 done in 0.2s [ 2762.0s] cls_lda n=100 r=0 done in 0.2s [ 2762.3s] cls_lda n=100 r=1 done in 0.3s [ 2762.5s] cls_lda n=100 r=2 done in 0.2s [ 2762.7s] cls_lda n=100 r=3 done in 0.2s [ 2763.0s] cls_lda n=100 r=4 done in 0.2s [ 2763.2s] cls_lda n=200 r=0 done in 0.3s [ 2763.5s] cls_lda n=200 r=1 done in 0.2s [ 2763.7s] cls_lda n=200 r=2 done in 0.3s [ 2764.0s] cls_lda n=200 r=3 done in 0.3s [ 2764.3s] cls_lda n=200 r=4 done in 0.3s [ 2764.3s] all done