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Table 9 Analysis of model prediction accuracies for IGC50 for the reduced TPT dataset

From: Using Pareto points for model identification in predictive toxicology

Method name R2 RSE Q2 MAE RMSE
NPN 0.84 0.37 0.60 0.44 0.57
PN 0.84 0.37 0.75 0.33 0.46
DMS 0.89 0.30 0.88 0.20 0.32
3-CPMI 0.92 0.25 0.91 0.16 0.26
5-CPMI 0.90 0.28 0.89 0.18 0.29
10-CPMI 0.88 0.32 0.86 0.21 0.33
3-APMI 0.91 0.27 0.90 0.18 0.29
5-APMI 0.90 0.28 0.89 0.19 0.30
Oracle 0.98 0.10 0.98 0.09 0.11