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Table 1 Top-10 Substructure fingerprints and their respective frequency in our dataset a

From: DrugMint: a webserver for predicting and designing of drug-like molecules

SubFP

Description

Approved

Experimental

Frequency difference

  

Nfrag_aprd

Faprd

Nfrag_exp

Fexp

(Faprd-Fexp)

SubFP13

Primary_alcohol

139

0.69

539

1.13

-(0.44)

SubFP41

1-2Diol

67

0.31

663

1.29

-(0.98)

SubFP48

Aldehyde

4

0.16

79

1.35

-(1.19)

SubFP126

Alpha_hydorxyacid

1

0.07

50

1.39

-(1.32)

SubFP224

Sulfenic_derivatives

23

0.59

108

1.17

-(0.58)

SubFP237

Phosphoric_monoester

5

0.06

289

1.4

-(1.34)

SubFP238

Phosphoric_diester

3

0.2

47

1.33

-(1.13)

SubFP246

Phosphoric_acid_derivatives

16

0.1

506

1.38

-(1.28)

SubFP281

Sugar_pattern_1

71

0.34

627

1.28

-(0.94)

SubFP291

Mixed_anhydride

3

0.05

214

1.4

-(1.35)

  1. aNfrag_aprd: number of fragment in approved class, Nfrag_exp: number of fragment in experimental class, Faprd: frequency of particular fragment in approved class, Fexp: frequency of particular fragment in experimental class, negative sign indicates that these fingerprints are not preferable in approved drug.