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:199
Name:1,2,4-tris(2-ethylhexyl) benzene-1,2,4-tricarboxylate
Description:
Labels:Training
CAS:3319-31-1
InChi Code:InChI=1S/C33H54O6/c1-7-13-16-25(10-4)22-37-31(34)28-19-20-29(32(35)38-23-26(11-5)17-14-8-2)30(21-28)33(36)39-24-27(12-6)18-15-9-3/h19-21,25-27H,7-18,22-24H2,1-6H3

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)

nB

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

ValueSource or prediction
0.021

experimental value