Research Article
Developing a Robust Model Based on the Gaussian Process Regression Approach to Predict Biodiesel Properties
Table 5
and RMSE values for ANFIS, LSSVM-PSO, and GPR models among different properties.
| Biodiesel properties | Testing phase | ANFIS [45] | LSSVM-PSO [1] | GPR | | RMSE | | RMSE | | RMSE |
| KV | 0.997 | 0.08 | 0.9986 | 0.08 | 0.992 | 0.15697 | IV | 0.998 | 1.02 | 0.9962 | 1.192 | 0.998 | 0.96580 | CP | 0.957 | 1.54 | 0.9998 | 0.086 | 0.966 | 1.38659 | PP | 0.996 | 0.44 | 0.9999 | 0.031 | 0.968 | 1.56068 |
|
|