Table 5. Prediction errors in the ALL axial length group for clinical results (CR), SVM-RM and MLNN-EM.
CR | SVM-RM | MLNN-EM | |
---|---|---|---|
ME | −0.464 | 0.012 | 0.002 |
MAE | 0.523 | 0.310 | 0.309 |
MedAE | 0.500 | 0.260 | 0.258 |
Std | 0.433 | 0.395 | 0.395 |
Min | −1.875 | −1.480 | −1.514 |
Max | 1.125 | 1.372 | 1.310 |
Eyes within PE (%) | |||
±0.25 | 33.4 | 48.2 | 48.9 |
±0.50 | 57.7 | 82.8 | 82.3 |
±0.75 | 79.4 | 93.4 | 93.7 |
±1.00 | 91.8 | 97.7 | 97.7 |
Note:
Mean prediction error (ME), Mean absolute prediction error (MAE), Median absolute prediction error (MedAE), Standard deviation (Std), Minimum prediction error (Min), Maximum prediction error (Max), Prediction error (PE).