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Table 5 Selected ANN for prediction of labor energy (LE), fuel energy (FE)

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

Selected ANN for prediction of labor energy (LE) Selected ANN for prediction of fuel energy (FE)
NTF Network topology RMSE R 2 NTF Network topology RMSE R 2
trainlm 8-3 0.0159 0.9990 trainlm 8-2-5 0.0206 0.9983
trainlm 4-9 0.0159 0.9990 trainlm 10-4-10 0.0224 0.9980
trainlm 2-7-6 0.0164 0.9989 trainlm 4-2 0.0238 0.9977
trainlm 7-10 0.0164 0.9989 trainlm 9-2-3 0.0241 0.9977
trainlm 5-3 0.0165 0.9989 trainlm 5-2-9 0.0248 0.9976
trainlm 9-5-6 0.0166 0.9989 trainlm 3-2 0.0253 0.9974
trainlm 6-2-3 0.0167 0.9989 trainlm 2-2-2 0.0269 0.9971
trainlm 7-2-3 0.0171 0.9988 trainlm 2-2 0.0271 0.9971
trainbr 3-2 0.0174 0.9988 trainbr 2-6 0.0279 0.9969
trainbr 10-7 0.0179 0.9987 trainlm 6-2-2 0.0310 0.9962
trainbr 4 0.0171 0.9988 trainbr 5 0.0249 0.9975
trainlm 2 0.0209 0.9982 trainlm 6 0.0255 0.9980
traincg 6 0.0217 0.9981 trainscg 11 0.0261 0.9973
trainrp 7 0.0254 0.9974 traingdx 3 0.0329 0.9957
traingdx 2 0.0298 0.9964