Table 2 Comparative analysis table of Mean Absolute Error (MAE), Mean Squared Error (MSE), and P-value (T-test) for all algorithms.
From: Application of adaptive GA-BPNN based on weibull distribution for autonomous greenhouse ventilation
Methods | Mean Absolute Error (MAE) | Mean Squared Error (MSE) | P-Value |
|---|---|---|---|
MR | 1.7702 | 3.2143 | 0.0984 |
BP-NN | 0.1127 | 0.0201 | 0.8523 |
GA-BPNN | 0.1033 | 0.0172 | 0.4000 |
Linear SGA-BPNN | 0.0911 | 0.0132 | 0.8293 |
PLSGA-BPNN | 0.0902 | 0.0155 | 0.5825 |
Log SGA-BPNN | 0.0677 | 0.0103 | 0.1453 |
W&HSGA-BPNN | 0.0533 | 0.0091 | 0.8831 |
