From: The discriminant power of RNA features for pre-miRNA recognition
ALG | FS | Acc | Se | Sp | Fm | Mcc |
---|---|---|---|---|---|---|
SVM | FS4 | E 85.6 ± 1.2 a | D 83.0 ± 1.9 a | D 88.4 ± 1.5 a | E 85.2 ± 1.3 a | E 71.4 ± 2.3 a |
FS5 | D 87.4 ± 0.9 a | C 84.3 ± 1.5 a | C 90.5 ± 1.4 a | D 86.9 ± 0.9 a | D 74.9 ± 1.7 a | |
FS6 | C 89.8 ± 1.1 a | B 87.5 ± 1.5 a | C 93.0 ± 1.7 a | C 89.5 ± 1.1 a | C 79.8 ± 2.2 a | |
FS3 | B 90.6 ± 0.8 a | B 88.0 ± 1.3 a | B 93.3 ± 1.3 a | B 90.4 ± 0.9 a | B 81.4 ± 1.7 a | |
FS1 | A 92.2 ± 0.9 a | A 89.7 ± 1.8 a | A 94.7 ± 0.8 a | A 92.0 ± 1.0 a | A 84.6 ± 1.8 a | |
FS2 | A 92.4 ± 0.9 a | A 90.1 ± 1.6 a | A 94.7 ± 0.6 a | A 92.2 ± 1.0 a | A 84.9 ± 1.8 a | |
FS7 | A 92.3 ± 1.0 a | A 89.9 ± 1.1 a | A 94.7 ± 0.9 a | A 92.1 ± 0.9 a | A 84.7 ± 1.6 a | |
SELECT | A 92.3 ± 0.9 a | A 90.0 ± 1.3 a | A 94.6 ± 1.0 a | A 92.1 ± 0.9 a | A 84.6 ± 1.7 a | |
RF | FS4 | E 84.8 ± 1.1 b | D 81.2 ± 1.8 b | C 88.3 ± 1.3 a | E 84.2 ± 1.2 b | E 69.8 ± 2.1 b |
FS5 | D 85.7 ± 0.7 b | D 81.2 ± 0.8 b | B 90.3 ± 1.4 a | D 85.1 ± 0.6 b | D 71.8 ± 1.5 b | |
FS6 | C 88.7 ± 1.4 b | C 86.6 ± 1.5 b | A 89.8 ± 1.6 b | C 88.5 ± 1.4 b | C 77.4 ± 2.8 b | |
FS3 | C 90.0 ± 1.0 b | C 86.9 ± 1.4 b | A 93.0 ± 1.1 a | C 89.6 ± 1.0 b | C 80.1 ± 1.9 b | |
FS1 | A 91.5 ± 1.0 b | A 89.1 ± 1.1 a | A 93.9 ± 1.2 a | A 91.3 ± 1.0 b | A 83.1 ± 1.9 b | |
FS2 | A 90.9 ± 1.0 b | B 88.1 ± 1.2 b | A 93.8 ± 1.3 b | A 90.7 ± 1.1 b | A 82.0 ± 2.1 b | |
FS7 | A 91.1 ± 0.8 b | B 88.5 ± 1.3 b | A 93.7 ± 1.3 b | A 90.9 ± 1.0 b | A 82.3 ± 2.0 b | |
SELECT | B 90.5 ± 0.9 b | C 87.4 ± 1.0 b | A 93.6 ± 1.4 b | B 90.2 ± 0.9 b | B 81.2 ± 1.9 b | |
G 2DE | FS3 | 90.2 ± 0.9 | 87.4 ± 1.5 | 93.1 ± 0.9 | 89.9 ± 0.9 | 80.6 ± 1.8 |