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:325
Name:5-methyloxolan-2-one
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C5H8O2/c1-4-2-3-5(6)7-4/h4H,2-3H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
354

experimental value

324.57

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

348.58

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

349.81

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

359.32

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

345.56

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
9.09

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

9.02

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

3.87

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

23.19

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

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