Longitudinal data | |||

Given number | Input | Best regression (from 19 trained) | Output (at age+n) |

3 | Age, gender, sphere | SVR—Linear R ^{2}: 0.57RMSE: 0.09 D | AxL/Cr |

4 | Age, gender, AxL/Cr | SVM—Quadratic R ^{2}: 0.57RMSE: 1.33 D | Sphere |

5 | Age, gender, sphere | SVR—Linear R ^{2}: 0.77RMSE: 0.97 D | Sphere |

Axl/Cr, axial length to corneal radius ratio; D, diopter; R

^{2}, coefficient of determination; RMSE, root mean squared error; SVM-Quadratic, quadratic support vector machine; SVR, linear support vector regression.