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:22
Name:2-methylpentane-2,4-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C6H14O2/c1-5(7)4-6(2,3)8/h5,7-8H,4H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
366

experimental value

336.9

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

370.56

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

359.95

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

377.86

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

361.32

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
23.56

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

6.47

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

11.07

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

23.42

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

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