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: | 339 | |
|---|---|---|
| Name: | {1,3-bis[(benzenesulfonyl)sulfanyl]propan-2-yl}dimethylamine | |
| Description: | ||
| Labels: | Training | |
| CAS: | 17606-31-4 | |
| InChi Code: | InChI=1S/C17H21NO4S4/c1-18(2)15(13-23-25(19,20)16-9-5-3-6-10-16)14-24-26(21,22)17-11-7-4-8-12-17/h3-12,15H,13-14H2,1-2H3 |
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 |
|---|---|
| 2 |
experimental value |