Table 9 Final training error and deviation value of each method on the California house price dataset
California | Training error | Test error | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
BP | PSOBP | GWOBP | LSOBP | ACIE_LSOBP | BP | PSOBP | GWOBP | LSOBP | ACIE_LSOBP | |
MSE | 0.0445 | 0.0351 | 0.0296 | 0.0288 | 0.0091 | 0.0517 | 0.0451 | 0.0473 | 0.0151 | 0.0097 |
RMSE | 0.2110 | 0.1935 | 0.1720 | 0.1697 | 0.0954 | 0.2274 | 0.2198 | 0.2175 | 0.1229 | 0.0984 |
MAE | 0.1087 | 0.1099 | 0.1176 | 0.1263 | 0.0841 | 0.1065 | 0.1297 | 0.1716 | 0.0881 | 0.0749 |
SD | 1.9E − 03 | 1.3E − 03 | 1.4E − 03 | 2.6E − 03 | 1.2E − 04 | 1.3E − 03 | 7.3E − 04 | 6.4E − 04 | 4.5E − 05 | 9.4E − 05 |