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. 2023 Aug 8;13(34):23788–23795. doi: 10.1039/d3ra02900j

Output of different algorithm models running on 70% samples.

Models R 2 RMSE MAE Recovery (%)
Linear 0.9433 7.0993 5.9615 98.43
Elastic net 0.9473 7.3974 6.2411 99.39
KNR 0.7319 16.9687 15.1117 86.94
DTR 0.8305 13.6664 6.5352 91.53
Lasso 0.9415 7.5584 5.8636 97.48
Bayesian ridge 0.9369 8.7832 7.4365 96.91
Ridge 0.9828 5.4170 4.4912 99.24