Table 3. General Physicochemical and Structural Anchors (Rules) to Predict Urease Inhibition Activitya.
rule # | rule | Nactives | Ninactives | N | Pre (%) | activity class |
---|---|---|---|---|---|---|
1 | fr_NH1 = 0; fr_Ar_OH > 0 | 15 | 240 | 255 | 94.1 | inactives |
2 | fr_NH1 = 0; fr_N_O > 0 | 26 | 122 | 148 | 82.4 | inactives |
3 | fr_NH1 = 0; fr_NH0 = 0 | 6 | 138 | 144 | 95.8 | inactives |
4 | fr_NH1 = 0; fr_Ar_N = 0 | 5 | 55 | 60 | 91.7 | inactives |
5 | fr_aryl_methyl > 0; fr_hdrzine > 0 | 59 | 0 | 59 | 100.0 | actives |
6 | fr_aryl_methyl > 0; fr_sulfonamd > 0 | 40 | 2 | 42 | 95.2 | actives |
7 | fr_aryl_methyl > 0; fr_SH > 0 | 32 | 6 | 38 | 84.2 | actives |
8 | NumAromaticRings ≤ 3; fr_Ar_OH > 0 | 1 | 31 | 32 | 96.9 | inactives |
9 | fr_NH1 = 0; fr_Al_OH > 0 | 1 | 29 | 30 | 96.7 | inactives |
10 | fr_NH1 ≤ 1; fr_Al_OH > 0 | 6 | 19 | 25 | 76.0 | inactives |
Nactives and Ninactives reported refer to the compounds that are associated with a particular IF-THEN rule that defines each anchor.