Features | DT | LR | ANN | |||
---|---|---|---|---|---|---|
Acc.(%) | AUC | Acc.(%) | AUC | Acc.(%) | AUC | |
746 Dataset | ||||||
Seq + Str | 78.3 | 0.788 | 91.8 | 0.982 | 94.5 | 0.994 * |
Seq + Phy | 83.7 | 0.838 | 86.4 | 0.968 | 94.5 | 0.976 |
Phy + Str | 83.7 | 0.810 | 78.3 | 0.860 | 91.8 | 0.982 |
Seq + Str + Phy | 75.6 | 0.841 | 97.2 | 0.991 | 97.2 | 0.988 |
1625 Dataset | ||||||
Seq + Str | 89.0 | 0.910 | 96.3 | 0.980 | 95.1 | 0.992 |
Seq + Phy | 89.0 | 0.785 | 97.5 | 0.958 | 98.7 | 0.990 |
Phy + Str | 91.4 | 0.940 | 86.5 | 0.810 | 93.9 | 0.985 |
Seq + Str + Phy | 91.4 | 0.956 | 95.1 | 0.980 | 97.5 | 0.990 |
Schilling Dataset | ||||||
Seq + Str | 90.8 | 0.845 | 86.5 | 0.865 | 92.0 | 0.873 |
Seq + Phy | 87.1 | 0.500 | 90.8 | 0.837 | 88.9 | 0.825 |
Phy + Str | 85.1 | 0.500 | 80.8 | 0.603 | 80.8 | 0.596 |
Seq + Str + Phy | 88.9 | 0.810 | 89.5 | 0.826 | 91.4 | 0.895 |
Impens Dataset | ||||||
Seq + Str | 89.3 | 0.682 | 89.3 | 0.918 | 93.6 | 0.918 |
Seq + Phy | 91.4 | 0.839 | 87.2 | 0.889 | 91.4 | 0.896 |
Phy + Str | 85.1 | 0.500 | 82.9 | 0.889 | 93.6 | 0.932 |
Seq + Str + Phy | 87.2 | 0.675 | 87.2 | 0.889 | 89.3 | 0.850 |