Table 8. A comparison results for departments in College of Science and Engineering.
Department | MAE | MSE | RMSE | R2 | MAPE |
---|---|---|---|---|---|
Atmospheric and Hydrologic Sciences | 0.0103 | 0.0002 | 0.0140 | 0.9997 | 1.23588E+12 |
Biological Sciences | 0.0582 | 0.0066 | 0.0813 | 0.9915 | 3.80526E+12 |
Chemistry and Biochemistry | 0.0153 | 0.0005 | 0.0217 | 0.9995 | 3.07345E+12 |
Computer Science Information Technology | 0.0130 | 0.0006 | 0.0237 | 0.9993 | 2.91149E+12 |
Electrical and Computer Engineering | 0.0117 | 0.0003 | 0.0165 | 0.9997 | 1.36516E+12 |
Environmental and Technological Studies | 0.0115 | 0.0003 | 0.0168 | 0.9996 | 5.54411E+11 |
Geography and Land Surveying | 0.0135 | 0.0003 | 0.0164 | 0.9995 | 4.88741E+11 |
Mathematics and Statistics | 0.0081 | 0.0002 | 0.0128 | 0.9998 | 4.6298E+11 |
Mechanical and Manufacturing Engineering | 0.0097 | 0.0002 | 0.0131 | 0.9998 | 1.60119E+12 |
Physics and Astronomy | 0.0071 | 0.0001 | 0.0098 | 0.9999 | 2.16852E+11 |