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. 2021 Feb 16;16(2):e0246159. doi: 10.1371/journal.pone.0246159

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)