Table 18 Poor hyperparameter setting detection rate for each method (age classification CNN)
From: Effective hyperparameter optimization using Nelder-Mead method in deep learning
Method | Detection rate |
|---|---|
Random search | 0.444667 (±0.039355) |
Bayesian optimization | 0.355933 (±0.008577) |
Coordinate-search method | 0.147418 (±0.019866) |
CMA-ES | 0.317533 (±0.207479) |
Nelder-Mead method | 0.040334 (±0.004082) |