Table 5. MAE and Standard Deviation of AE for AIBLHiCoS and ChemAxon Predictions vs Experimental pKa Values Determined Using Both UV-Metric and pH-Metric Experimental Techniquesa.
method | MAE | σ | outliers | |
---|---|---|---|---|
UV-metric | AIBLHiCoS T3 a | 0.46 | 0.53 | 5 |
AIBLHiCoS T3 a,b,d | 0.41 | 0.57 | 0 | |
ChemAxon | 1.25 | 0.53 | 19 | |
pH-metric | AIBLHiCoS | 0.29 | 0.17 | 0 |
AIBLHiCoS T3 a,b,d | 0.27 | 0.10 | 0 | |
ChemAxon | 1.11 | 0.43 | 14 |
The number of “outliers” corresponds to the number of prediction errors exceeding 0.5 units.