Table 3.
Mean absolute error (in years) and standard deviation of the models trained during cross-validation. The best absolute value for each modeling strategy is marked in bold
Modeling strategy | Learning rate | |||||
---|---|---|---|---|---|---|
9*10−4 | 6*10−4 | 3*10−4 | 1*10−4 | 9*10−5 | 6*10−5 | |
Single best model | 1.01 ± 0.84 | 0.98 ± 0.8 | 0.98 ± 0.8 | 0.96 ± 0.8 | 0.95 ± 0.79 | 0.97 ± 0.81 |
Snapshot ensembling | 0.97 ± 0.81 | 0.94 ± 0.79 | 0.94 ± 0.78 | 0.92 ± 0.76 | 0.93 ± 0.78 | 0.95 ± 0.78 |