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Table 8 Comparison of integrating artificial neural network and imperialist competitive algorithm (ICA–ANN) and ANFIS and regression and ANN and sensitivity analysis models

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

Response Sensitivity analysis Regression ICA–ANN ANFIS ANN
RMSE R 2 RMSE R 2 RMSE R 2 RMSE R 2 RMSE R 2
LE 0.1899 0.8631 0.1394 0.9008 0.0146 0.9987 0.0159 0.9990 0.0159 0.9990
FE 0.1971 0.8562 0.1514 0.8913 0.0322 0.9975 0.0206 0.9983 0.0206 0.9983
TMC 0.1946 0.8581 0.1492 0.9128 0.0248 0.9963 0.0287 0.9966 0.0287 0.9966
TME 0.1892 0.8437 0.1378 0.9103 0.0161 0.9987 0.0157 0.9990 0.0157 0.9990