Table 1. Indicated RMS Errors of the ΔVCC–LL PESs Using Training Sets of Different Sizes (N)a.
N = 1935 | N = 1075 | N = 717 | N = 430 | VLL | |
---|---|---|---|---|---|
training RMS | 99.6 | 94.7 | 98.8 | 79.3 | |
testing RMS | 107.5 | 113.7 | 123.0 | 155.9 | |
barrier height | 1218 | 1217 | 1219 | 1219 | 745 |
RMS (GM Geom) | 0.0081 | 0.0076 | 0.0078 | 0.0070 | 0.0115 |
RMS (TS(H) SP geom) | 0.0041 | 0.0041 | 0.0041 | 0.0036 | 0.0026 |
MAE (GM freq) | 12.2 | 12.1 | 13.3 | 13.7 | 17.3 |
MAE (TS(H) SP freq) | 24.7 | 24.8 | 26.2 | 25.9 | 35.6 |
Training and testing RMSs refer to energies, the barrier height is for symmetric H-transfer, and the RMS errors in internuclear distances are given for the global minimum (GM) and H-atom transfer saddle point (TS(H)-SP). The mean absolute errors (MAE) are given for harmonic frequencies relative to benchmark LCCSD(T) results. Energies and frequencies are in cm–1, and distances are in angstroms.