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: | 147 | |
|---|---|---|
| Name: | ethyl 2,2-bis(4-chlorophenyl)-2-hydroxyacetate | |
| Description: | ||
| Labels: | Validation | |
| CAS: | 510-15-6 | |
| InChi Code: | InChI=1S/C16H14Cl2O3/c1-2-21-15(19)16(20,11-3-7-13(17)8-4-11)12-5-9-14(18)10-6-12/h3-10,20H,2H2,1H3 |
Properties
BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)
| Value | Source or prediction |
|---|---|
| nB |
experimental value |
| B |
Tab1.Model1: Imbalanced model towards nB-compounds (Validation set) |
| B |
Tab1.Model2: Balanced model (Validation set) |
| B |
Tab1.Model3: Imbalanced model towards B-compounds (Validation set) |
logBCF: Experimental logarithmic BCF
| Value | Source or prediction |
|---|---|
| 2.757 |
experimental value |