Pattern | Sequent GA | Parallel GA (2 islands) | Parallel GA (4 islands) | Binary SVM | Single SVM | LogitBoost | LR | LDA | LS | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | Se | Sp | Se | Sp | Se | Sp | Se | Sp | Se | Sp | Se | Sp | Se | Sp | Se | Sp | Se | Sp |
1 | 1 | 0.9874 | 1 | 0.988 | 1 | 0.9902 | 1 | 0.987 | 0.95 | 0.8576 | 1 | 0.837 | 1 | 0.8168 | 1 | 0.8664 | 0.9875 | 0.8666 |
2 | 1 | 0.9764 | 1 | 0.9772 | 1 | 0.9784 | 1 | 0.9766 | 0.95 | 0.6488 | 0.9875 | 0.8296 | 1 | 0.2624 | 0.9375 | 0.8766 | 0.9 | 0.8768 |
3 | 1 | 0.9644 | 1 | 0.966 | 1 | 0.9708 | 1 | 0.9682 | 0.8375 | 0.9378 | 0.9625 | 0.9018 | 0.9625 | 0.8876 | 0.95 | 0.9016 | 0.9375 | 0.9018 |