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:742
Name:4-(dipropylamino)-3,5-dinitrobenzene-1-sulfonamide
Description:
Labels:Training
CAS:19044-88-3
InChi Code:InChI=1S/C12H18N4O6S/c1-3-5-14(6-4-2)12-10(15(17)18)7-9(23(13,21)22)8-11(12)16(19)20/h7-8H,3-6H2,1-2H3,(H2,13,21,22)

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
1.85

experimental value

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