19-Mar-2024, 11:22:47
---------------------------------------------------------
Traditional ML algorithm Performance
Dataset Size = 217
c term coefficient = 0.01593480286649278
bv term coefficient = 0.48711939496142204
ang term coefficient = 0.13539446390400126
***************
Training set
Set size = 130
R2 = 0.840
MAE = 0.081
RMSE = 0.117
Mean Bias Error = 0.000
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.117
***************
Validation set
Set size = 43
R2 = 0.751
MAE = 0.101
RMSE = 0.186
Mean Bias Error = -0.044
Mean Absolute Percentage Error = 0.040
Error Standard Deviation = 0.181
***************
Test set
Set size = 43
R2 = 0.634
MAE = 0.087
RMSE = 0.111
Mean Bias Error = -0.010
Mean Absolute Percentage Error = 0.040
Error Standard Deviation = 0.111
---------------------------------------------------------
OUTLIERS (TEST SET)
