22-Mar-2024, 14:09:29
---------------------------------------------------------
Traditional ML algorithm Performance
Dataset Size = 922
c term coefficient = 0.0268364685783091
bv term coefficient = 4.385147933479994
ang term coefficient = 0.09325697564028501
***************
Training set
Set size = 639
R2 = 0.934
MAE = 0.127
RMSE = 0.165
Mean Bias Error = 0.000
Mean Absolute Percentage Error = 0.045
Error Standard Deviation = 0.165
***************
Validation set
Set size = 213
R2 = 0.929
MAE = 0.126
RMSE = 0.156
Mean Bias Error = 0.013
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.155
***************
Test set
Set size = 213
R2 = 0.335
MAE = 0.245
RMSE = 0.296
Mean Bias Error = -0.114
Mean Absolute Percentage Error = 0.241
Error Standard Deviation = 0.273
---------------------------------------------------------
OUTLIERS (TEST SET)
