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:790
Name:ethyl 2-{4-[(6-chloro-1,3-benzoxazol-2-yl)oxy]phenoxy}propanoate
Description:
Labels:Training
CAS:66441-23-4
InChi Code:InChI=1S/C18H16ClNO5/c1-3-22-17(21)11(2)23-13-5-7-14(8-6-13)24-18-20-15-9-4-12(19)10-16(15)25-18/h4-11H,3H2,1-2H3

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
1.61

experimental value

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