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. 2022 Jun 6;62(15):3535–3550. doi: 10.1021/acs.jcim.2c00150

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
a

Nactives and Ninactives reported refer to the compounds that are associated with a particular IF-THEN rule that defines each anchor.