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:928
Name:2-tert-butyl-5-{[(4-tert-butylphenyl)methyl]sulfanyl}-4-chloro-2,3-dihydropyridazin-3-one
Description:
Labels:Training
CAS:96489-71-3
InChi Code:InChI=1S/C19H25ClN2OS/c1-18(2,3)14-9-7-13(8-10-14)12-24-15-11-21-22(19(4,5)6)17(23)16(15)20/h7-11H,12H2,1-6H3

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)

B

Tab1.Model2: Balanced model (Training set)

B

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

ValueSource or prediction
1.681

experimental value