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:376
Name:3-{3-[4-(4-bromophenyl)phenyl]-3-hydroxy-1-phenylpropyl}-4-hydroxy-2H-chromen-2-one
Description:
Labels:Training
CAS:28772-56-7
InChi Code:InChI=1S/C30H23BrO4/c31-23-16-14-20(15-17-23)19-10-12-22(13-11-19)26(32)18-25(21-6-2-1-3-7-21)28-29(33)24-8-4-5-9-27(24)35-30(28)34/h1-17,25-26,32-33H,18H2

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)

B

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
2.938

experimental value