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:965
Name:2,3,4-trimethylpentane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-6(2)8(5)7(3)4/h6-8H,1-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
273

experimental value

273.91

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

271.04

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

274.12

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

268.82

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

271.97

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
27.83

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

18.36

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

18.66

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

24.88

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

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