Parameter

combination

Training Model

R2

RMSE

MAE

Training

Validation

Training

Validation

Training

Validation

Dimensional

subtractive Clustring

0.95

0.96

0.0365

0.0742

0.38

0.39

Fuzzy C means

0.63

0.81

0.1139

0.1567

0.89

0.72

Non-dimensional

subtractive Clustring

0.87

0.83

0.008

0.013

0.083

0.071

Fuzzy C means

0.70

0.53

0.0136

0.0318

0.123

0.176