Piir, G.; Sild, S.; Maran, U. Classifying bio-concentration factor with random forest algorithm, influence of the bio-accumulative vs. non-bio-accumulative compound ratio to modelling result, and applicability domain for random forest model. SAR QSAR Environ. Res. 2014, 25, 967-981.
Compound
| ID: | 810 | |
|---|---|---|
| Name: | 2-[5-methyl-4-oxo-5-(propan-2-yl)-4,5-dihydro-1H-imidazol-2-yl]quinoline-3-carboxylic acid | |
| Description: | ||
| Labels: | Validation | |
| CAS: | 81335-37-7 | |
| InChi Code: | InChI=1S/C17H17N3O3/c1-9(2)17(3)16(23)19-14(20-17)13-11(15(21)22)8-10-6-4-5-7-12(10)18-13/h4-9H,1-3H3,(H,21,22)(H,19,20,23) |
Properties
BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)
| Value | Source or prediction |
|---|---|
| nB |
experimental value |
| nB |
Tab1.Model1: Imbalanced model towards nB-compounds (Validation set) |
| nB |
Tab1.Model2: Balanced model (Validation set) |
| nB |
Tab1.Model3: Imbalanced model towards B-compounds (Validation set) |
logBCF: Experimental logarithmic BCF
| Value | Source or prediction |
|---|---|
| -0.409 |
experimental value |