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:54
Name:butane-2,3-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C4H10O2/c1-3(5)4(2)6/h3-6H,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
358.15

experimental value

343.33

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

362.99

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

356.42

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

363.8

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

356.64

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
22.47

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

-10.49

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

-25.99

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

28.13

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

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