Skip to main content

Advertisement

Springer Nature is making SARS-CoV-2 and COVID-19 research free. View research | View latest news | Sign up for updates

Table 3 Calculated statistical criteria for prediction of labor energy using/fuel energy different combination of optimization methods and FIS types

From: Prediction of environmental indicators in land leveling using artificial intelligence techniques

Optimization method FIS type MSE R 2
Min. Ave. Max. Min. Ave. Max.
Labor E.
Hybrid Mamdani 0.00063 0.00130 0.00329 0.9856 0.9948 0.9971
Sugeno 0.00058 0.00126 0.00326 0.9865 0.9944 0.9974
Back propagation Mamdani 0.00083 0.00102 0.00412 0.9831 0.9921 0.9965
Sugeno 0.00088 0.00154 0.00407 0.9831 0.9921 0.9964
Fuel E.
Hybrid Mamdani 0.00119 0.00181 0.00371 0.9851 0.9927 0.9952
Sugeno 0.00111 0.00173 0.00390 0.9843 0.9922 0.9955
Back propagation Mamdani 0.00119 0.00270 0.00560 0.9775 0.9891 0.9952
Sugeno 0.00123 0.00268 0.00560 0.9775 0.9892 0.9950