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: | 270 | |
|---|---|---|
| Name: | 7-methyl-[1,3]dithiolo[4,5-b]quinoxalin-2-one | |
| Description: | ||
| Labels: | Training | |
| CAS: | 2439-01-2 | |
| InChi Code: | InChI=1S/C10H6N2OS2/c1-5-2-3-6-7(4-5)12-9-8(11-6)14-10(13)15-9/h2-4H,1H3 |
Properties
BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)
| Value | Source or prediction |
|---|---|
| B |
experimental value |
| B |
Tab1.Model1: Imbalanced model towards nB-compounds (Training set) |
| nB |
Tab1.Model1: Imbalanced model towards nB-compounds (Out of bag set) |
| B |
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 |
|---|---|
| 3.477 |
experimental value |