Table 2.
Five-fold cross validation results of maximum reach location prediction of ITI group for mice 7N and 9L with epoch number equals to 600.
| Fold No. | Accuracy (Training) (%) | Accuracy (Test) (%) | F-score | |
|---|---|---|---|---|
| Mouse 7N | 1st | 92.36 | 26.56 | 0.25 |
| 2nd | 92.64 | 29.68 | 0.26 | |
| 3rd | 93.98 | 33.59 | 0.33 | |
| 4th | 90.69 | 19.53 | 0.19 | |
| 5th | 90.86 | 23.43 | 0.22 | |
| Mean | 92.11 | 26.56 | 0.25 | |
| Mouse 9L | 1st | 72.11 | 27.83 | 0.27 |
| 2nd | 75.77 | 32.81 | 0.32 | |
| 3rd | 76.57 | 26.22 | 0.25 | |
| 4th | 75.67 | 34.38 | 0.34 | |
| 5th | 76.55 | 28.81 | 0.29 | |
| Mean | 75.33 | 30.01 | 0.29 |
Bold values indicate data group names, performance matrices and mean results of five-fold cross validation.