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. 2025 Sep 8;11:e3087. doi: 10.7717/peerj-cs.3087

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