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: | 635 | |
|---|---|---|
| Name: | N,N'-dicyclohexylcarbamimidothioic acid | |
| Description: | ||
| Labels: | Training | |
| CAS: | 1212-29-9 | |
| InChi Code: | InChI=1S/C13H24N2S/c16-13(14-11-7-3-1-4-8-11)15-12-9-5-2-6-10-12/h11-12H,1-10H2,(H2,14,15,16) |
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 (Training set) |
| nB |
Tab1.Model1: Imbalanced model towards nB-compounds (Out of bag set) |
| nB |
Tab1.Model2: Balanced model (Training set) |
| nB |
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 |
|---|---|
| 0.651 |
experimental value |