Table 1: The performance criteria of the models having 1-input parameter.

Input parametersEğirdirSenirkentUluborluYalvaç
Models 𝑅 2 RMSE 𝑅 2 RMSE 𝑅 2 RMSE 𝑅 2 RMSE

Decision Table0.254141.50.69557.900.63868.620.53189.10
KStar0.68659.600.64168.140.64866.820.54386.70
Multilinear Regression0.67162.490.74548.440.71753.630.61672.84
M5’Rules0.67162.490.74548.440.71753.630.61672.84
Multilayer Perceptron0.71154.890.64966.580.65365.810.57880.06
RBF Network0.53388.670.64168.130.67262.280.49595.81
Random Subspace0.61772.710.63469.560.59077.770.49296.43
Simple Linear Regression0.67162.490.74548.440.71753.630.61672.84