Research Article

Predicting Renal Failure Progression in Chronic Kidney Disease Using Integrated Intelligent Fuzzy Expert System

Table 3

Comparison of error criteria for the training/test datasets for 6-, 12-, and 18-month periods. MSE: Mean Square Error; MAE: Mean Absolute Error; NMSE: Normalized MSE.

ā€‰ā€‰Training dataset ANFISTest dataset ANFIS

6 monthsMSE48.705358.6253
MAE4.99604.7654
NMSE3.7428%4.7676%

12 monthsMSE53.167654.885
MAE5.11705.5010
NMSE4.1714%4.3019%

18 monthsMSE62.525564.0022
MAE5.56405.9302
NMSE4.8709%4.8787%