10967/116 - QDB Compounds

QsarDB Repository

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:688
Name:4-[(4-amino-2,3-dichlorophenyl)methyl]-2,3-dichloroaniline
Description:
Labels:Validation
CAS:42240-73-3
InChi Code:InChI=1S/C13H10Cl4N2/c14-10-6(1-3-8(18)12(10)16)5-7-2-4-9(19)13(17)11(7)15/h1-4H,5,18-19H2

Properties

BCF_class: Experimental BCF class (nB - non-bio-accumulative, B - bioaccumulative)

ValueSource or prediction
B

experimental value

B

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

ValueSource or prediction
3.379

experimental value