Table 9.
Dataset 1 (229 × 229) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Method | Execution Times | ||||||||||
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Average | |
NB | 92.14 | 92.24 | 92.2 | 91.99 | 92.22 | 92.18 | 92.24 | 92.22 | 92.24 | 91.98 | 92.16 |
SVM | 92.12 | 92.16 | 92.16 | 91.99 | 92.11 | 91.98 | 91.92 | 92.16 | 92.12 | 92.14 | 92.09 |
DT | 98.88 | 98.94 | 98.9 | 98.94 | 98.44 | 98.92 | 98.89 | 98.72 | 98.94 | 98.92 | 98.85 |
LR | 92.16 | 92.16 | 92.14 | 92.04 | 92.1 | 91.99 | 91.96 | 92.16 | 92.13 | 92.16 | 92.1 |
RF | 98.97 | 99.02 | 98.96 | 99.02 | 99.01 | 98.74 | 98.91 | 98.86 | 99.00 | 99.02 | 98.95 |
Ensemble | 98.99 | 99.00 | 98.99 | 99.02 | 99.02 | 99.00 | 99.00 | 98.98 | 99.02 | 99.00 | 99.01 |