Table 6.
Proposed models results compared to the results in Miljkovic et al.8 for independent test sets in the 4 classification tasks.
CT | Metric | Proposed | Miljkovic et al. |
---|---|---|---|
F1 | 0.97 (± 0.00) | 0.71 (± 0.03) | |
BA | 0.85 (± 0.01) | 0.78 (± 0.02) | |
MCC | 0.74 (± 0.02) | 0.70 (± 0.04) | |
F1 | 0.98 (± 0.00) | 0.58 (± 0.04) | |
BA | 0.93 (± 0.01) | 0.74 (± 0.02) | |
MCC | 0.88 (± 0.01) | 0.47 (± 0.05) | |
F1 | 0.94 (± 0.01) | 0.77 (± 0.03) | |
BA | 0.97 (± 0.01) | 0.82 (± 0.02) | |
MCC | 0.92 (± 0.02) | 0.69 (± 0.03) | |
F1 | 0.65 (± 0.12) | 0.36 (± 0.18) | |
BA | 0.78 (± 0.08) | 0.63 (± 0.07) | |
MCC | 0.67 (± 0.11) | 0.48 (± 0.09) |