Skip to main content

Advertisement

Springer Nature is making Coronavirus research free. View research | View latest news | Sign up for updates

Table 6 Selected ANN for prediction of total machinery cost (TMC), total machinery energy (TME)

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

Selected ANN for prediction of total machinery cost (TMC) Selected ANN for prediction of total machinery energy (TME)
NTF Network topology RMSE R 2 NTF Network topology RMSE R 2
trainlm 5-8-10 0.0287 0.9966 trainlm 6-4 0.0157 0.9990
trainlm 7-9-2 0.0298 0.9963 trainlm 4-5-3 0.0158 0.9990
trainlm 4-5-7 0.0304 0.9961 trainlm 6-2-4 0.0160 0.9990
trainlm 7-8 0.0329 0.9957 trainlm 2-7 0.0163 0.9989
trainlm 7-2-2 0.0332 0.9954 trainlm 3-2 0.0164 0.9989
trainlm 3-2-3 0.0332 0.9954 trainbr 5-6 0.0167 0.9989
trainlm 2-4-10 0.0343 0.9951 trainlm 3-2-8 0.0168 0.9989
trainlm 2-2-5 0.0345 0.9951 trainlm 9-2-10 0.0171 0.9989
trainbr 3-9 0.0345 0.9950 trainlm 2-4-2 0.0192 0.9985
trainbr 5-8 0.0349 0.9950 trainlm 2-2-2 0.0199 0.9984
trainscg 7 0.0321 0.9958 trainscg 8 0.0164 0.9989
trainlm 2 0.0325 0.9948 trainlm 3 0.0176 0.9987
trainbr 5 0.0328 0.9955 traingdx 2 0.0300 0.9964
trainrp 4 0.0368 0.9944     
traingdx 2 0.0433 0.9922