Parameters | SD (D) | MAE (D) | MedAE (D) | Interquartile of AE (D) | Percentage of eyes within the ranges (%) | ||
---|---|---|---|---|---|---|---|
 |  |  |  |  |  ± 0.25 D |  ± 0.5 D |  ± 0.75 D |
Postoperative SE prediction of NT-ICL cases (n = 130) | |||||||
 MVF | 0.525 | 0.385 | 0.310 | 0.391 | 43.08 | 70.77 | 87.69 |
 Random forest | 0.445 | 0.339 | 0.268 | 0.372 | 48.46 | 73.08 | 89.23 |
 LASSO | 0.448 | 0.347 | 0.303 | 0.399 | 44.62 | 74.62 | 91.54 |
 SVR | 0.477 | 0.359 | 0.275 | 0.415 | 48.46 | 73.08 | 88.46 |
 XGBoost | 0.485 | 0.385 | 0.305 | 0.402 | 43.08 | 70.77 | 87.69 |
Postoperative sphere prediction of NT-ICL cases (n = 130) |  | ||||||
 MVF | 0.485 | 0.392 | 0.335 | 0.375 | 36.15 | 73.85 | 84.62 |
 Random forest | 0.489 | 0.386 | 0.336 | 0.312 | 40.77 | 70.00 | 86.15 |
 LASSO | 0.487 | 0.387 | 0.312 | 0.347 | 41.54 | 64.62 | 88.46 |
 SVR | 0.486 | 0.386 | 0.347 | 0.328 | 40.00 | 67.69 | 87.69 |
 XGBoost | 0.513 | 0.403 | 0.328 | 0.391 | 36.92 | 70.77 | 86.15 |
Postoperative SE prediction of TICL cases (n = 205) | |||||||
 MVF | 0.470 | 0.341 | 0.269 | 0.311 | 47.32 | 80.48 | 92.68 |
 Random forest | 0.462 | 0.333 | 0.264 | 0.320 | 48.78 | 80.49 | 90.24 |
 LASSO | 0.457 | 0.337 | 0.275 | 0.333 | 47.32 | 78.54 | 94.15 |
 SVR | 0.461 | 0.337 | 0.271 | 0.336 | 46.83 | 79.02 | 93.66 |
 XGBoost | 0.452 | 0.325 | 0.257 | 0.316 | 50.24 | 79.51 | 92.20 |
Postoperative sphere prediction of TICL cases (n = 205) | |||||||
 MVF | 0.460 | 0.323 | 0.243 | 0.328 | 53.66 | 81.46 | 90.73 |
 Random forest | 0.447 | 0.313 | 0.232 | 0.351 | 54.15 | 81.46 | 92.20 |
 LASSO | 0.462 | 0.325 | 0.231 | 0.354 | 51.71 | 78.05 | 91.71 |
 SVR | 0.467 | 0.330 | 0.238 | 0.343 | 52.68 | 78.05 | 91.22 |
 XGBoost | 0.443 | 0.308 | 0.241 | 0.344 | 52.68 | 80.98 | 92.20 |