TEST Model Calculation Details: Bioconcentration Factor

Structural image of 1,1,1,3,3-Pentaphenylpropan-2-one
Chemical Identifiers
Preferred name: 1,1,1,3,3-Pentaphenylpropan-2-one
DTXSID: DTXSID90413680
DTXCID: DTXCID80364531
CASRN: 7239-16-9
Molecular weight: 438.57
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
515 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 2.03
Single model 3.16
Group contribution 3.55
Nearest neighbor 2.11
Consensus 2.71
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 0.93
*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: 2.71
Structural image of 1,1,1,3,3-Pentaphenylpropan-2-one
1,1,1,3,3-Pentaphenylpropan-2-one
Similarity: 0.82
Measured: 3.95
Predicted: 3.15
Structural image of Tris(4-chlorophenyl)methanol
Tris(4-chlorophenyl)methanol
Similarity: 0.72
Measured: 3.14
Predicted: 2.13
Structural image of Pyriproxyfen
Pyriproxyfen
Similarity: 0.66
Measured: 0.385
Predicted: 2.10
Structural image of 2,2'-Disulfanediyldinaphthalene
2,2'-Disulfanediyldinaphthalene
Similarity: 0.66
Measured: 2.63
Predicted: 1.71
Structural image of Isodecyl diphenyl phosphate
Isodecyl diphenyl phosphate
Similarity: 0.65
Measured: 1.53
Predicted: 0.875
Structural image of C.I.Disperse Yellow 42
C.I.Disperse Yellow 42
Similarity: 0.64
Measured: 2.69
Predicted: 1.69
Structural image of 2-Ethylhexyl diphenyl phosphate
2-Ethylhexyl diphenyl phosphate
Similarity: 0.63
Measured: 3.32
Predicted: 2.22
Structural image of N-Phenyl-1-naphthylamine
N-Phenyl-1-naphthylamine
Similarity: 0.61
Measured: 0.729
Predicted: 0.343
Structural image of C.I. Disperse Red 167
C.I. Disperse Red 167
Similarity: 0.61
Measured: 0.818
Predicted: N/A
Structural image of 4,4'-Thiobis(6-tert-butyl-m-cresol)
4,4'-Thiobis(6-tert-butyl-m-cresol)
Similarity: 0.57
Measured: 3.29
Predicted: 2.53
Structural image of alpha-Cyhalothrin
alpha-Cyhalothrin
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 0.47
*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: 2.71
Structural image of 1,1,1,3,3-Pentaphenylpropan-2-one
1,1,1,3,3-Pentaphenylpropan-2-one
Similarity: 0.80
Measured: 2.62
Predicted: 2.92
Structural image of Trityl chloride
Trityl chloride
Similarity: 0.74
Measured: 0.619
Predicted: 0.168
Structural image of C.I. Pigment Yellow 12
C.I. Pigment Yellow 12
Similarity: 0.73
Measured: 3.09
Predicted: 2.17
Structural image of 9,10-Anthracenedione, 2-pentyl-
9,10-Anthracenedione, 2-pentyl-
Similarity: 0.72
Measured: 3.17
Predicted: 2.38
Structural image of Es-fenvalerate
Es-fenvalerate
Similarity: 0.72
Measured: 1.99
Predicted: 1.93
Structural image of 9,10-Anthracenedione, 1-amino-2-(4-bromo...
9,10-Anthracenedione, 1-amino-2-(4-bromo...
Similarity: 0.72
Measured: 1.45
Predicted: 2.13
No structure image
26967-76-0Tris(isopropylphenyl) phosphate
Similarity: 0.72
Measured: 2.12
Predicted: 1.75
Structural image of Octabenzone
Octabenzone
Similarity: 0.70
Measured: 1.57
Predicted: 2.25
Structural image of 7,12-Benz(a)anthraquinone
7,12-Benz(a)anthraquinone
Similarity: 0.70
Measured: 0.752
Predicted: 1.02
Structural image of C.I. Solvent Red 24
C.I. Solvent Red 24
Similarity: 0.68
Measured: 0.829
Predicted: 1.07
Structural image of C.I. Disperse Orange 73
C.I. Disperse Orange 73