Table 6.
Comparison between BDEs predicted by ASNN and BDEs predicted as the average of BDEs for the bonds of the same type in the training set a
| |
Fixed values |
ASNN |
|||||
|---|---|---|---|---|---|---|---|
| Bonds | RMSD | MaxError | MAD | RMSD | MaxError | MAD | R2 |
| C-C |
21.64 |
62.88 |
16.56 |
5.47 |
22.95 |
3.72 |
0.938 |
| C-H |
15.48 |
58.64 |
12.94 |
3.68 |
22.64 |
2.20 |
0.944 |
| C-N |
20.57 |
65.28 |
15.65 |
6.70 |
17.33 |
5.02 |
0.955 |
| C-O |
14.18 |
46.63 |
10.87 |
5.42 |
16.67 |
3.87 |
0.979 |
| C-S |
11.03 |
23.36 |
8.85 |
4.29 |
10.46 |
3.20 |
0.950 |
| H-N |
13.20 |
33.17 |
10.17 |
8.31 |
34.99 |
5.19 |
0.586 |
| H-O |
22.65 |
44.56 |
15.62 |
12.46 |
22.54 |
9.53 |
0.586 |
| N-N |
21.81 |
42.80 |
18.12 |
10.10 |
15.12 |
8.47 |
0.736 |
| N-O |
8.65 |
15.21 |
7.44 |
7.58 |
17.63 |
5.07 |
0.827 |
| O-S | 1.85 | 2.55 | 1.58 | 1.94 | 2.01 | 1.94 | 1.000 |
a Each line corresponds to a type of bond between atoms of specific elements and of a specific order.