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:1036
Name:3-methylpentane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C6H14/c1-4-6(3)5-2/h6H,4-5H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
241

experimental value

246.19

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

246.21

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

245.05

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

246.54

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

246

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
30

experimental value

29.73

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

24.03

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

34.14

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

24.46

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

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