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: | 81 | |
|---|---|---|
| Name: | 1-(ethenyloxy)-2-ethylhexane | |
| Description: | ||
| Labels: | Validation | |
| CAS: | 103-44-6 | |
| InChi Code: | InChI=1S/C10H20O/c1-4-7-8-10(5-2)9-11-6-3/h6,10H,3-5,7-9H2,1-2H3 |
Properties
BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)
| Value | Source or prediction |
|---|---|
| B |
experimental value |
| nB |
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 |
|---|---|
| 3.094 |
experimental value |