Table 3 Regression model performance.
Area | Model Type | R2 | RMSE (°C) | Selected variables |
|---|---|---|---|---|
S0 | Polynomial | 0.9994 | 0.85 | Hour, Ta, RH, V, Tmrt, Ta2, Tmrt2 |
S1 | Polynomial | 0.9999 | 0.42 | Hour, Ta, RH, V, Tmrt, interactions |
S2 | Linear | 0.9993 | 0.46 | Hour, Ta, RH, V, Tmrt |
S3 | Polynomial | 0.9998 | 0.38 | Hour, Ta, RH, V, Tmrt, Ta2, RH2 |
S4 | Linear | 0.9997 | 0.91 | Hour, Ta, RH, V, Tmrt |
S5 | Polynomial | 0.9999 | 0.33 | Hour, Ta, RH, V, Tmrt, interactions |
