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: | 919 | |
|---|---|---|
| Name: | 2,2-dimethyl-2,3-dihydro-1-benzofuran-7-yl N-[(dibutylamino)sulfanyl]-N-methylcarbamate | |
| Description: | ||
| Labels: | Training | |
| CAS: | 55285-14-8 | |
| InChi Code: | InChI=1S/C20H32N2O3S/c1-6-8-13-22(14-9-7-2)26-21(5)19(23)24-17-12-10-11-16-15-20(3,4)25-18(16)17/h10-12H,6-9,13-15H2,1-5H3 |
Properties
BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)
| Value | Source or prediction |
|---|---|
| B |
experimental value |
| B |
Tab1.Model1: Imbalanced model towards nB-compounds (Training set) |
| B |
Tab1.Model1: Imbalanced model towards nB-compounds (Out of bag set) |
| B |
Tab1.Model2: Balanced model (Training set) |
| B |
Tab1.Model2: Balanced model (Out of bag set) |
| B |
Tab1.Model3: Imbalanced model towards B-compounds (Training set) |
| B |
Tab1.Model3: Imbalanced model towards B-compounds (Out of bag set) |
logBCF: Experimental logarithmic BCF
| Value | Source or prediction |
|---|---|
| 2.996 |
experimental value |