Table 24.
Comparison of the results obtained, within the scope of the study, with previous studies
| Study | SEN | SPE | ACC | F-1 | AUC |
|---|---|---|---|---|---|
| Tuncer et al. [26] | 0,8149-1,0000 | 0,9380-1,0000 | 0,9049-0,9955 | X | X |
| Panwar et al. [27] | 0,9762 | 0,7857 | 0,881 | X | X |
| Ozturk et al. [28] | 0,9513 | 0,953 | 0,9808 | 0,9651 | X |
| Mohammed et al. [29] | 0,706-0,974 | 0,557-1,000 | 0,620-0,987 | 0,555–0,987 | 0,800-0,988 |
| Khan et al. [30] | 0,993 | 0,986 | 0,990 | 0,985 | X |
| Apostolopoulos and Mpesiana [31] | 0,9866 | 0,9646 | 0,9678 | X | X |
| Waheed et al. [32] | 0,69-0,90 | 0,95-0,97 | 0,85-0,95 | X | X |
| Mahmud et al. [33] | 0,978 | 0,947 | 0,974 | 0,971 | 0,969 |
| Vaid et al. [34] | 0,9863 | 0,9166 | 0,9633 | 0,9729 | X |
| Benbrahim et al. [35] | 0,9803-0,9811 | X | 0,9803-0,9901 | 0,9803-0,9901 | X |
| Elaziz et al. [36] | 0,9875-0,9891 | X | 0,9609-0,9809 | X | X |
| Martínez et al. [37] | 0,97 | X | 0,97 | 0,97 | X |
| Loey et al. [38] | 1,0000 | 1,0000 | 1,0000 | X | X |
| Toraman et al. [39] | 0,28-0,9742 | 0,8095–0,98 | 0,4914-0,9724 | 0,55-0,9724 | X |
| Duran-Lopez et al. [40] | 0,9253 | 0,9633 | 0,9443 | 0,9314 | 0,988 |
| Minaee et al. [41] | 0,98 | 0,751-0,929 | X | X | X |
| Our Study (Before Pipeline-First data set) | 0,9853 | 0,8950 | 0,9539 | 0,9655 | 0,9939 |
| Our Study (Before Pipeline-First data set) | 0,9747 | 0,9725 | 0,9739 | 0,9799 | 0,9976 |
| Our Study (Before Pipeline-First data set) | 0,9800 | 0,9700 | 0,9765 | 0,9819 | 0,9975 |
| Our Study (Before Pipeline-First data set) | 0,9773 | 0,9675 | 0,9739 | 0,9800 | 0,9983 |
| Our Study (Before Pipeline-Second data set) | 0,9733 | 0,9914 | 0,9857 | 0,9772 | 0,9981 |
| Our Study (Before Pipeline-Second data set) | 0,9640 | 0,9920 | 0,9832 | 0,9730 | 0,9985 |
| Our Study (Before Pipeline-Second data set) | 0,9680 | 0,9902 | 0,9832 | 0,9732 | 0,9982 |
| Our Study (Before Pipeline-Combined data set) | 0,9253 | 0,9892 | 0,9719 | 0,9468 | 0,9937 |
| Our Study (Before Pipeline-Combined data set) | 0,9187 | 0,9936 | 0,9734 | 0,9486 | 0,9975 |
| Our Study (Before Pipeline-Combined data set) | 0,9240 | 0,9931 | 0,9745 | 0,9511 | 0,9949 |
| Our Study (After Pipeline-First data set) | 0,9947 | 0,9575 | 0,9817 | 0,9862 | 0,9990 |
| Our Study (After Pipeline-First data set) | 0,9813 | 0,9800 | 0,9809 | 0,9853 | 0,9977 |
| Our Study (After Pipeline-First data set) | 0,9933 | 0,9675 | 0,9843 | 0,9881 | 0,9988 |
| Our Study (After Pipeline-Second data set) | 0,9920 | 0,9877 | 0,9891 | 0,9828 | 0,9991 |
| Our Study (After Pipeline-Second data set) | 0,9640 | 0,9939 | 0,9845 | 0,9750 | 0,9980 |
| Our Study (After Pipeline-Combined data set) | 0,9760 | 0,9892 | 0,9856 | 0,9734 | 0,9984 |
| Our Study (After Pipeline-Combined data set) | 0,9653 | 1,0000 | 0,9906 | 0,9823 | 0,9997 |