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Table 5 Analysis of model prediction accuracies for IGC50 for Tetrahymena pyriformis

From: Using Pareto points for model identification in predictive toxicology

Method Name R2 RSE Q2 MAE RMSE
NPN 0.58 0.66 0.15 0.69 0.94
PN 0.58 0.66 0.58 0.50 0.66
DMS 0.68 0.56 0.62 0.43 0.62
3-CPMI 0.67 0.58 0.60 0.43 0.63
5-CPMI 0.66 0.59 0.59 0.44 0.65
10-CPMI 0.65 0.60 0.57 0.44 0.66
3-APMI 0.69 0.56 0.65 0.41 0.60
5-APMI 0.68 0.57 0.62 0.42 0.62
Oracle 0.75 0.50 0.71 0.35 0.54