Table 3.
Statistic evaluations, correlation coefficients q2, , , and , concordance correlation coefficient (CCC), maximal absolute residual (ΔMax), mean absolute error (MAE), standard deviation (s), and RMSE evaluated by SVR A, SVR B, HSVR, and PLS in the test set.
SVR A | SVR B | HSVR | PLS | |
---|---|---|---|---|
q 2 | 0.72 | 0.70 | 0.79 | 0.61 |
0.70 | 0.70 | 0.79 | 0.60 | |
0.70 | 0.70 | 0.79 | 0.60 | |
0.68 | 0.68 | 0.86 | 0.58 | |
CCC | 0.80 | 0.82 | 0.88 | 0.74 |
∆Max | 1.58 | 1.75 | 1.52 | 1.77 |
MAE | 0.53 | 0.51 | 0.42 | 0.61 |
s | 0.35 | 0.37 | 0.32 | 1.40 |
RMSE | 0.63 | 0.57 | 0.52 | 0.73 |