From: Drug activity prediction using multiple-instance learning via joint instance and feature selection
 | Error rate(%) | R1 | R2 | R3 | R4 | R5 | Average |
---|---|---|---|---|---|---|---|
Method 1 | Data set I | 18.25 | 14.60 | 17.52 | 10.95 | 19.71 | 16.20 ± 3.48 (11.82 ± 1.20) |
 | Data set II | 18.38 | 16.18 | 17.65 | 19.85 | 15.44 | 17.50 ± 1.76 (16.91 ± 0.74) |
 | Data set III | 16.24 | 14.53 | 15.38 | 16.24 | 17.95 | 16.07 ± 1.27 (15.38 ± 1.05) |
 | Data set IV | 28.57 | 23.81 | 34.92 | 28.57 | 30.16 | 29.21 ± 3.98 (26.35 ± 0.87) |
Method 2 | Data set I | 15.33 | 16.06 | 19.71 | 21.90 | 19.71 | 18.54 ± 2.76 (11.82 ± 1.20) |
 | Data set II | 18.38 | 13.24 | 13.24 | 16.18 | 18.38 | 15.88 ± 2.58 (16.91 ± 0.74) |
 | Data set III | 16.24 | 17.09 | 17.52 | 17.09 | 15.38 | 16.67 ± 0.85 (15.38 ± 1.05) |
 | Data set IV | 37.30 | 34.92 | 26.98 | 28.57 | 36.51 | 32.86 ± 4.75 (26.35 ± 0.87) |