Table 2.
Test | |||||
---|---|---|---|---|---|
Group | Model | T P | F N | FP | TN |
T1 | Lasso+SVM | 19.94 | 4.06 | 3.98 | 20.02 |
Lasso+LR | 19.78 | 4.22 | 4.54 | 19.46 | |
LR1+SVM | 20.60 | 3.40 | 3.56 | 20.44 | |
LR1 | 20.58 | 3.42 | 3.86 | 20.14 | |
T1C | Lasso+SVM | 20.36 | 3.64 | 2.58 | 21.42 |
Lasso+LR | 19.64 | 4.32 | 3.40 | 20.60 | |
LR1+SVM | 19.40 | 4.60 | 1.90 | 22.10 | |
LR1 | 19.18 | 4.82 | 1.98 | 22.02 | |
T2 | Lasso+SVM | 20.50 | 3.50 | 3.38 | 20.62 |
Lasso+LR | 19.86 | 4.14 | 5.30 | 18.70 | |
LR1+SVM | 20.60 | 3.40 | 2.56 | 21.44 | |
LR1 | 20.24 | 3.76 | 2.96 | 21.94 | |
Multi-task | Lasso1,1+SVM | 21.44 | 2.56 | 2.22 | 21.78 |
Lasso1,1+LR | 20.48 | 3.52 | 2.70 | 21.30 | |
Lasso2,1+SVM | 20.16 | 3.84 | 1.64 | 22.36 | |
Lasso2,1+LR | 20.32 | 3.68 | 2.64 | 21.36 | |
Ours+SVM | 20.90 | 3.10 | 0.76 | 23.24 | |
Ours | 20.12 | 3.88 | 1.16 | 22.84 |