Table 2. Mean Absolute Errors (MAEs) in the Predicted Atomization Enthalpies of the Constitutional Isomers of C7H10O2 from OM2 (Ntrain = 0) and ML-OM2//OM2 Calculations at OM2 Geometriesa.
Ntrain | training set | test set |
---|---|---|
0 | 6.30 | |
10 | 0.00 | 6.31 |
100 | 0.00 | 5.46 |
1000 | 0.00 | 2.88 |
2000 | 0.00 | 2.29 |
3000 | 0.00 | 1.96 |
4000 | 0.00 | 1.81 |
5000 | 0.00 | 1.72 |
See the text for details. MAEs are given in kcal/mol for Ntrain molecules in the training sets and for 6095 – Ntrain molecules in the test sets.