TEST Model Calculation Details: Vapor Pressure

Structural image of 4-Methyl-1-phenylpentan-1-one
Chemical Identifiers
Preferred name: 4-Methyl-1-phenylpentan-1-one
DTXSID: DTXSID10174483
DTXCID: DTXCID6096974
CASRN: 2050-07-9
Molecular weight: 176.259
Model Results
Model name: TEST_VP
Model source: TEST5.1.3
Property name: Vapor Pressure
Property description: The pressure exerted by a vapor in thermodynamic equilibrium with the liquid phase in a closed system at a given temperature
Experimental value: Experimental value from TEST5.1.3
 N/A
Predicted value: Predicted value from the model
7.61E-03 mmHg
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(mmHg)
Hierarchical clustering -0.972
Group contribution -1.78
Nearest neighbor -3.60
Consensus -2.12
Model Performance
Vapor Pressure Model Results Histogram of Vapor Pressure Data
Consensus model statistics
Training (80%) Test (20%)
R2 RMSE MAE Coverage R2 RMSE MAE Coverage
0.97 0.61 0.40 0.98 0.95 0.82 0.50 0.97

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 0.50
Similarity coefficient ≥ 0.5 0.88
*Mean absolute error in log10(mmHg)
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(mmHg)
Test chemical
Measured: N/A
Predicted: -2.12
Structural image of 4-Methyl-1-phenylpentan-1-one
4-Methyl-1-phenylpentan-1-one
Similarity: 0.74
Measured: -4.90
Predicted: -4.85
Structural image of Benzoin
Benzoin
Similarity: 0.61
Measured: -9.99
Predicted: -7.38
Structural image of Diphacinone
Diphacinone
Similarity: 0.61
Measured: -2.77
Predicted: -2.64
Structural image of Phenyl benzoate
Phenyl benzoate
Similarity: 0.59
Measured: -9.13
Predicted: -8.01
Structural image of Chlorophacinone
Chlorophacinone
Similarity: 0.57
Measured: -3.13
Predicted: -3.66
Structural image of 2-Propanone, 1,3-diphenyl-
2-Propanone, 1,3-diphenyl-
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 0.40
Similarity coefficient ≥ 0.5 0.60
*Mean absolute error in log10(mmHg)
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(mmHg)
Test chemical
Measured: N/A
Predicted: -2.12
Structural image of 4-Methyl-1-phenylpentan-1-one
4-Methyl-1-phenylpentan-1-one
Similarity: 0.84
Measured: -3.74
Predicted: -3.71
Structural image of 1,2-Diphenylethanone
1,2-Diphenylethanone
Similarity: 0.84
Measured: -3.68
Predicted: -4.24
Structural image of 1,2-Diphenylethanedione
1,2-Diphenylethanedione
Similarity: 0.75
Measured: -3.39
Predicted: -2.97
Structural image of Ethyl benzoylacetate
Ethyl benzoylacetate
Similarity: 0.74
Measured: -5.66
Predicted: -4.38
Structural image of Benzoin
Benzoin
Similarity: 0.73
Measured: -1.03
Predicted: -1.13
Structural image of p-Methylpropiophenone
p-Methylpropiophenone
Similarity: 0.69
Measured: -0.848
Predicted: -1.92
Structural image of Isopentyl benzoate
Isopentyl benzoate
Similarity: 0.65
Measured: -0.770
Predicted: -0.560
Structural image of 1-Phenylpropan-1-one
1-Phenylpropan-1-one
Similarity: 0.64
Measured: -2.00
Predicted: -1.53
Structural image of Butyl benzoate
Butyl benzoate
Similarity: 0.62
Measured: 0.358
Predicted: -1.14
Structural image of Acetophenone, 3-ethyl-
Acetophenone, 3-ethyl-
Similarity: 0.62
Measured: -3.41
Predicted: -3.04
Structural image of 1'-Acetonaphthone
1'-Acetonaphthone