Table 1. Internal (r2 and RMSEE) Validation Metrics for Each Candidate Bond Length vs pKa Modela.
| set | bond | r2 | q2 | RMSEE |
|---|---|---|---|---|
| MLR(a,b,d) | 0.977 | 0.970 | 0.204 | |
| full | a | 0.946 | 0.943 | 0.286 |
| b | 0.944 | 0.943 | 0.290 | |
| c | 0.830 | 0.816 | 0.507 | |
| d | 0.960 | 0.951 | 0.246 | |
| MLR(a,b,d) | 0.983 | 0.982 | 0.157 | |
| w/o 15 | a | 0.973 | 0.969 | 0.205 |
| b | 0.969 | 0.967 | 0.218 | |
| c | 0.836 | 0.827 | 0.504 | |
| d | 0.959 | 0.954 | 0.252 |
Bond lengths and D1 and D2 angles can be found in Table S4 in the Supporting Information.