Table 8.
Top best and worst features selected by the RFE algorithm when = 361.
| Top50 Best Features | Top50 Worst Features | ||||
|---|---|---|---|---|---|
| Module | Name | Rank | Module | Name | Rank |
| Acidic group count | nAcid | 1 | nHmisc | 1030 | |
| Atom count | nN | 1 | nsLi | 1032 | |
| nO | 1 | nssBe | 1034 | ||
| nP | 1 | nssssBem | 1036 | ||
| Autocorrelation | ATS2m | 1 | Atom type electrotopological state | nsBH2 | 1038 |
| ATS4m | 1 | nssBH | 1040 | ||
| ATS3v | 1 | nsssB | 1042 | ||
| ATS4v | 1 | nssssBm | 1044 | ||
| ATS3e | 1 | nssNH2p | 1076 | ||
| ATS4e | 1 | nssAsH | 1065 | ||
| ATS7e | 1 | nsssAs | 1066 | ||
| ATS8e | 1 | SssBH | 1047 | ||
| ATS3p | 1 | SddsN | 1074 | ||
| ATS4p | 1 | SssAsH | 1070 | ||
| ATS3i | 1 | SsssAs | 1057 | ||
| ATS7i | 1 | SdsssAs | 1058 | ||
| ATS8i | 1 | SsssssAs | 1068 | ||
| ATS3s | 1 | SdSe | 1043 | ||
| ATS5s | 1 | SssSe | 1060 | ||
| AATS6v | 1 | SaaSe | 1059 | ||
| AATS8e | 1 | SssSnH2 | 1035 | ||
| AATS6p | 1 | SsssSnH | 1053 | ||
| AATS4i | 1 | SssPbH2 | 1083 | ||
| AATS6i | 1 | SsssPbH | 1084 | ||
| AATS1s | 1 | minsBH2 | 1073 | ||
| AATS2s | 1 | minssBH | 1069 | ||
| AATS5s | 1 | minssSiH2 | 1077 | ||
| AATS7s | 1 | minsssSiH | 1075 | ||
| AATS8s | 1 | minssssSi | 1080 | ||
| ATSC7c | 1 | minsPH2 | 1082 | ||
| ATSC8c | 1 | minssPH | 1081 | ||
| ATSC3v | 1 | minddsP | 1072 | ||
| ATSC4v | 1 | minsssssP | 1071 | ||
| ATSC6v | 1 | minsGeH3 | 1051 | ||
| ATSC7v | 1 | minssGeH2 | 1052 | ||
| ATSC1e | 1 | minsssAs | 1050 | ||
| ATSC2e | 1 | mindsssAs | 1049 | ||
| ATSC3e | 1 | minddsAs | 1048 | ||
| ATSC4e | 1 | minssSe | 1046 | ||
| ATSC5e | 1 | minaaSe | 1056 | ||
| ATSC6e | 1 | mindssSe | 1055 | ||
| ATSC0p | 1 | minssssssSe | 1054 | ||
| ATSC5p | 1 | minddssSe | 1045 | ||
| ATSC6p | 1 | minsSnH3 | 1041 | ||
| ATSC8p | 1 | minssSnH2 | 1033 | ||
| ATSC1i | 1 | minsssSnH | 1031 | ||
| ATSC4i | 1 | minsPbH3 | 1067 | ||
| ATSC7i | 1 | maxsBH2 | 1078 | ||
| ATSC8i | 1 | maxddsN | 1037 | ||
| ATSC6s | 1 | maxaaS | 1079 | ||