Table 14 Statistical metrics of all models.
Models | RMSE | MSE | MAE | MAPE |
|---|---|---|---|---|
H2O AutoML | 0.010194839 | 0.000103935 | 0.007273476 | 0.69 |
Stacking ensemble | 0.010063423 | 0.000101272 | 0.007390462 | 0.73 |
ETR | 0.023273681 | 0.000541664 | 0.015418368 | 1.46 |
LGBM | 0.012932921 | 0.00016726 | 0.007932881 | 0.74 |
NuSVR | 0.040629939 | 0.001650792 | 0.015353681 | 1.44 |
HGB | 0.014631251 | 0.000214074 | 0.009896563 | 0.92 |
XGB | 0.149433731 | 0.02233044 | 0.11598437 | 11.65 |
GBM | 0.012405006 | 0.000153884 | 0.008644795 | 0.8 |