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: | 1022 | |
|---|---|---|
| Name: | 3-cyclohexyl-6-(dimethylamino)-1-methyl-1,2,3,4-tetrahydro-1,3,5-triazine-2,4-dione | |
| Description: | ||
| Labels: | Training | |
| CAS: | 51235-04-2 | |
| InChi Code: | InChI=1S/C12H20N4O2/c1-14(2)10-13-11(17)16(12(18)15(10)3)9-7-5-4-6-8-9/h9H,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 (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) |
| nB |
Tab1.Model3: Imbalanced model towards B-compounds (Training set) |
| nB |
Tab1.Model3: Imbalanced model towards B-compounds (Out of bag set) |
logBCF: Experimental logarithmic BCF
| Value | Source or prediction |
|---|---|
| 0.848 |
experimental value |