10967/123 - QDB Compounds

QsarDB Repository

Saldana, D. A.; Starck, L.; Mougin, P.; Rousseau, B.; Pidol, L.; Jeuland, N.; Creton, B. Flash Point and Cetane Number Predictions for Fuel Compounds Using Quantitative Structure Property Relationship (QSPR) Methods. Energy Fuels 2011, 25, 9, 3900–3908.

Compound

ID:333
Name:oxepan-2-one
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C6H10O2/c7-6-4-2-1-3-5-8-6/h1-5H2

Properties

FP: Flash point [K]

ValueSource or prediction
382.15

experimental value

349.93

FP_PLS-MD: PLS-MD model for flash point (Training set)

383.95

FP_SVM-GD: SVM-GD model for flash point (Training set)

352.29

FP_NN-MD: NN-MD model for flash point (Training set)

383.39

FP_NN-GD: NN-GD model for flash point (Training set)

367.39

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
-10.59

CN_SVM-GD: SVM-GD model for cetane number (Prediction set)

-3.25

CN_SVM-MD: SVM-MD model for cetane number (Prediction set)

-15.94

CN_NN-MD: NN-MD model for cetane number (Prediction set)

25.27

CN_GRNN-MD: GRNN-MD model for cetane number (Prediction set)

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