Top ten predicted antioxidant compounds from the BATMAN database
| Compound | PubChem CID | Structure | SVM | RF | No. of reference | Reference reporting antioxidant activity |
|---|---|---|---|---|---|---|
| Quercetin hydrate | 16212154 |  |
1.00 | 1.00 | 29 | [16] |
| Cyanidin chloride | 68247 |  |
0.99 | 0.99 | 3,860 | [17] |
| Quercetagetin | 5281680 |  |
1.00 | 0.99 | 679 | [18] |
| Quercetin 3-O-rhamnoside | 5353915 |  |
0.99 | 1 | 6 | [19] |
| Hispolon | 10082188 |  |
0.99 | 1.00 | 86 | [20] |
| Avicularin | 5490064 |  |
0.98 | 1 | 1,056 | [21] |
| Isoquercitrin | 51402807 |  |
0.98 | 1 | 2,246 | [22] |
| Delphinidin chloride | 128853 |  |
1.00 | 0.99 | 1,003 | [23] |
| Delphinidin | 68245 |  |
1.00 | 0.99 | 2,624 | [17] |
| Ellagic acid dihydrate | 16760409 |  |
0.99 | 0.99 | 15 | - |
BATMAN, Bioinformatics Analysis Tool for Molecular mechANism of Traditional Chinese Medicine; SVM, Support Vector Machine; RF, Random Forest.