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: | 436 | |
|---|---|---|
| Name: | 3,3-dimethyl-2,3-dihydro-1-benzofuran-5-yl ethane-1-sulfonate | |
| Description: | ||
| Labels: | Validation | |
| CAS: | 68505-69-1 | |
| InChi Code: | InChI=1S/C12H16O4S/c1-4-17(13,14)16-9-5-6-11-10(7-9)12(2,3)8-15-11/h5-7H,4,8H2,1-3H3 |
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 |
|---|---|
| 1.342 |
experimental value |