Table 3.
Sensitivity analysis results for the MLP 10-11-1 network
| Name | Definition [26] | Category [26] | Dimensionality | Error MLP 10-11-1 |
Rank |
|---|---|---|---|---|---|
| GGI2 | Topological charge index of order 2 topological | Galvez topological charge indices (GALVEZ) | 2D | 16.81 | 1 |
| MATS1s | Moran autocorrelation of lag 1 weighted by I-state | 2D autocorrelations | 2D | 14.70 | 2 |
| SpPosA_B(m) | Normalized spectral positive sum from the Burden matrix, weighted by mass | 2D matrix-based descriptors | 2D | 13.18 | 3 |
| R3v + | R maximal autocorrelation of lag 3/weighted by van der Waals volume | GETAWAY descriptors | 3D | 10.43 | 4 |
| R2s | R autocorrelation of lag 2/weighted by I-state | GETAWAY descriptors | 3D | 10.12 | 5 |
| VE1_D/Dt | The coefficient sum of the last eigenvector from the distance/detour matrix | 2D matrix-based descriptors | 2D | 9.40 | 6 |
| SpMin8_Bh(m) | Smallest eigenvalue n. 8 of the Burden matrix, weighted by mass | Burden eigenvalues | 2D | 8.70 | 7 |
| Mor05u | Signal 05/unweighted | 3D-MoRSE descriptors | 3D | 7.98 | 8 |
| RDF030u | Radial Distribution Function-030/unweighted | RDF descriptors | 3D | 7.93 | 9 |
| VE2_B(p) | The average coefficient of the last eigenvector from the Burden matrix, weighted by polarizability | 2D matrix-based descriptors | 2D | 7.86 | 10 |