Research Article
Defining the Optimal Region of Interest for Hyperemia Grading in the Bulbar Conjunctiva
Table 7
MSE values for each combination of grid, feature selection method, and machine learning technique (cells only).
| Grid | All | CFS | Relief | SMOReg |
| | MLP | | 0.02148 | 0.10003 | 0.22129 | 0.10230 | | 0.22143 | 0.22129 | 0.22135 | 0.35284 | | 0.22140 | 0.05455 | 0.22136 | 0.05779 |
| | PLS | | 0.07135 | 0.11707 | 0.08559 | 0.23905 | | 0.06881 | 2.93832 | 0.06830 | 0.06981 | | 0.09540 | 0.09608 | 0.07756 | 0.07056 |
| | RF | | 0.09263 | 0.14607 | 0.09993 | 0.25122 | | 0.09951 | 0.09954 | 0.10945 | 0.10790 | | 0.10317 | 0.11226 | 0.10531 | 0.12962 |
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