Table 4.
list of the 20 raw scores with highest impact on the RF classification. The listed scores are the top 20 scores contributing to the RF classification of the benchmark dataset (see Figure 6).
| Feature (raw score) | Participant | References |
|---|---|---|
| ‘F_dG-cross/dSASAx100’ | Furman | RosettaCommon*, [71] |
| ‘F_Voronota_iface_expanded_area’ | Venclovas | [21,85] |
| ‘F_Voronota_diff_nonsas_area’ | ||
| ‘F_Voronota_diff_glob_light_score’ | ||
| ‘F_bsa’ | Oliva | NACCESS*, [86] |
| ‘F_Voronota_diff_sas_area’ | Venclovas | [21,85] |
| ‘F_BSA_Polar naccess’ | Oliva | NACCESS*, [86] |
| ‘F_NIPacking’ | Fernandez-Recio | [58,87] |
| ‘F_BSA_Polar_Freesasa’ | Oliva | NACCESS*, [86] |
| ‘F_Voronota_diff_glob_dark_score’ | Venclovas | [21,85] |
| ‘F_dG-separated/dSASAx100’ | Furman | |
| ‘F_Voronota_iface_shelled_energy_norm’ | Venclovas | [21,85] |
| ‘F_Voronota_iface_expanded_shelled_energy_norm’ | ||
| ‘F_Voronota_diff_glob_energy_norm’ | ||
| ‘F_dSASA-polar’ | Furman | RosettaCommon*, [71] |
| ‘F_Voronota_iface_area’ | Venclovas | [21,85] |
| ‘F_NSC’ | Fernandez-Recio | [58] |
| ‘F_Voronota_iface-Atoms_light_score’ | Venclovas | [21,85] |
| ‘F_CG_BETA’ | Fernandez-Recio | [58] |
| -F_Voronota_iface_enery_norm’ | Venclovas | [21,85] |