Table 2. Optimal region for hyperparameters.
HDSI Technique | Hyperparameter (trials = 10) | RMSE | ||
---|---|---|---|---|
q | Qi | Rf | ||
Mean (±2SD) [Min, Max] | Mean (±2SD) [Min, Max] | Mean (±2SD) [Min, Max] | Mean (95% CI) | |
HDSI_AL | 12 (±14) [5,20] | 7.22 (±11.01) [0.73,13.96] | 0.98 (±2.16) [-0.90,2.13] | 0.23(0.19–0.27) |
HDSI_R | 15 (±4) [9,18] | 6.13 (±6.52) [3.08,15.25] | 0.98 (±1.42) [-0.36,1.74] | 0.25(0.18–0.31) |