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: | 1016 | |
|---|---|---|
| Name: | ethyl N-(2-{[diethoxy(sulfanylidene)-λ⁵-phosphanyl]sulfanyl}acetyl)-N-methylcarbamate | |
| Description: | ||
| Labels: | Training | |
| CAS: | 2595-54-2 | |
| InChi Code: | InChI=1S/C10H20NO5PS2/c1-5-14-10(13)11(4)9(12)8-19-17(18,15-6-2)16-7-3/h5-8H2,1-4H3 |
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 |
|---|---|
| 1.875 |
experimental value |