Table 6.
Model | After 1 hour | After 24 hours | |||
---|---|---|---|---|---|
NRMSE | NRMSE | ||||
PBM | Mean | 5.28% | 0.56 | 5.54% | 0.47 |
STD | 2.68% | 0.24 | 2.95% | 0.26 | |
OLS | Mean | 4.84% | 0.59 | 5.29% | 0.51 |
STD | 2.98% | 0.27 | 3.04% | 0.25 | |
RLS | Mean | 4.81% | 0.63 | 5.19% | 0.54 |
STD | 2.91% | 0.23 | 2.98% | 0.27 | |
SVM | Mean | 5.35% | 0.54 | 6.76% | 0.46 |
STD | 2.22% | 0.21 | 2.95% | 0.28 | |
ANN | Mean | 5.40% | 0.53 | 6.44% | 0.51 |
STD | 2.15% | 0.28 | 3.09% | 0.31 | |
LWPR | Mean | 5.42% | 0.60 | 5.93% | 0.59 |
STD | 3.00% | 0.23 | 3.18% | 0.30 |