TEST Model Calculation Details: Bioconcentration Factor

Structural image of 4-[2-(Methylamino)propyl]benzene-1,2-diol
Chemical Identifiers
Preferred name: 4-[2-(Methylamino)propyl]benzene-1,2-diol
DTXSID: DTXSID90934885
DTXCID: DTXCID40842805
CASRN: 15398-87-5
Molecular weight: 181.235
Model Results
Model name: TEST_BCF
Model source: TEST5.1.3
Property name: Bioconcentration Factor
Property description: Bioconcentration factor: the ratio of the chemical concentration in fish as a result of absorption via the respiratory surface to that in water at steady state
Experimental value: Experimental value from TEST5.1.3
 N/A
Predicted value: Predicted value from the model
7.69 L/kg
Combined applicability domain:  Combined applicability domain from multiple AD measures
Compound is inside TEST applicability domains
Consensus predictions
Predictions used in consensus prediction
Method Predicted value log10(L/kg)
Hierarchical clustering 1.43
Single model 1.00
Group contribution 0.225
Nearest neighbor N/A
Consensus 0.886
Model Performance
Bioconcentration Factor Model Results Histogram of Bioconcentration Factor Data
Consensus model statistics
Training (80%) Test (20%)
R2 RMSE MAE Coverage R2 RMSE MAE Coverage
0.85 0.54 0.42 1.00 0.75 0.67 0.52 0.93

Nearest Neighbors from Test Set
Prediction results for nearest neighbors from the test set
Results for entire set vs
results for similar chemicals
Chemicals MAE*
Entire set 0.52
Similarity coefficient ≥ 0.5 0.54
*Mean absolute error in log10(L/kg)
Color legend
Color Range*
SC ≥ 0.9
0.8 ≤ SC < 0.9
0.7 ≤ SC < 0.8
0.6 ≤ SC < 0.7
0.6 < SC
*SC = similarity coefficient
Neighbor values in log10(L/kg)
Test chemical
Measured: N/A
Predicted: 0.886
Structural image of 4-[2-(Methylamino)propyl]benzene-1,2-dio...
4-[2-(Methylamino)propyl]benzene-1,2-dio... 		Similarity: 0.69
Measured: 1.46
Predicted: 1.87
Structural image of 4-Benzylphenol
4-Benzylphenol 		Similarity: 0.60
Measured: 1.39
Predicted: 2.07
Structural image of Bisphenol A
Bisphenol A
Nearest Neighbors from Training Set
Prediction results for nearest neighbors from the training set
Results for entire set vs
results for similar chemicals
Chemicals MAE*
Entire set 0.42
Similarity coefficient ≥ 0.5 0.52
*Mean absolute error in log10(L/kg)
Color legend
Color Range*
SC ≥ 0.9
0.8 ≤ SC < 0.9
0.7 ≤ SC < 0.8
0.6 ≤ SC < 0.7
0.6 < SC
*SC = similarity coefficient
Neighbor values in log10(L/kg)
Test chemical
Measured: N/A
Predicted: 0.886
Structural image of 4-[2-(Methylamino)propyl]benzene-1,2-dio...
4-[2-(Methylamino)propyl]benzene-1,2-dio... 		Similarity: 0.66
Measured: 1.68
Predicted: 2.19
Structural image of 4-Phenylphenol
4-Phenylphenol