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:825
Name:1-({2-[2-chloro-4-(4-chlorophenoxy)phenyl]-4-methyl-1,3-dioxolan-2-yl}methyl)-1H-1,2,4-triazole
Description:
Labels:Training
CAS:119446-68-3
InChi Code:InChI=1S/C19H17Cl2N3O3/c1-13-9-25-19(27-13,10-24-12-22-11-23-24)17-7-6-16(8-18(17)21)26-15-4-2-14(20)3-5-15/h2-8,11-13H,9-10H2,1H3

Properties

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

ValueSource 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

ValueSource or prediction
2.505

experimental value

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