Table 2 Refractive errors of SVR-assisted calculations with data set sizes from 4800 to 75 eyes.
Date set/training data size (eye) | 4800/3840 | 2400/1920 | 1200/960 | 600 80 | 300/240 | 150/120 | 75/60 |
|---|---|---|---|---|---|---|---|
Mean (SD), D | 0.00 (0.44) | − 0.01 (0.46) | − 0.01 (0.47) | − 0.01 (0.46) | 0.00 (0.43) | 0.00 (0.52) | 0.01 (0.59) |
MedAE, D | 0.25 | 0.25 | 0.25 | 0.25 | 0.26 | 0.31 | 0.31 |
Within ± 0.25 D | 50.3% | 50.0% | 50.5% | 49.5% | 49.7% | 41.3% | 36.0% |
Within ± 0.50 D | 79.4% | 78.5% | 77.9% | 80.0% | 80.3% | 76.7% | 68.0% |
Within ± 1.00 D | 97.0% | 96.8% | 97.2% | 97.3% | 97.0% | 96.0% | 93.3% |
