Table 3 Effects of sequentially adding data sources (continued)
From: Enhanced protein fold recognition through a novel data integration approach
Data sources | MKLdiv-dc | MKLdiv-conv | SimpleMKL | MKL-RKDA |
|---|---|---|---|---|
SW1 | 62.92 | 62.92 | 62.40 | 61.87 |
SW1S | 65.27 (24.72 s) | 66.31 (10.49 s) | 64.22 (40.60 s) | 64.75 (0.12 s) |
SW1SW2S | 67.10 (48.79 s) | 66.05 (4.65 s) | 64.75 (61.71 s) | 64.49 (0.15 s) |
SW1SW2CS | 73.36 (40.65 s) | 72.32 (23.43 s) | 65.01 (62.81 s) | 67.62 (0.17 s) |
SW1SW2CSH | 74.67 (72.19 s) | 72.32 (8.69 s) | 66.31 (75.11 s) | 67.88 (0.15 s) |
SW1SW2CSHP | 74.93 (123.98 s) | 74.41 (11.63 s) | 66.31 (74.85 s) | 69.71 (0.18 s) |
SW1SW2CSHPZ | 75.19 (189.91 s) | 73.36 (15.00 s) | 68.92 (109.09 s) | 66.05 (0.20 s) |
SW1SW2CSHPZV | 74.41 (278.47 s) | 74.41 (17.47 s) | 66.31 (117.14 s) | 69.19 (0.25 s) |
SW1SW2CSHPZVL1 | 73.10 (404.82 s) | 73.32 (49.41 s) | 66.84 (101.01 s) | 68.66 (0.25 s) |
SW1SW2CSHPZVL1L4 | 72.84 (576.29 s) | 72.06 (57.83 s) | 67.10 (107.88 s) | 67.62 (0.25 s) |
SW1SW2CSHPZVL1L4L14 | 72.58 (748.72 s) | 72.36 (19.43 s) | 66.84 (163.85 s) | 69.19 (0.28 s) |
SW1SW2CSHPZVL1L4L14L30 | 73.36 (811.54 s) | 71.01 (83.93 s) | 66.57 (197.57 s) | 68.40 (0.31 s) |