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:1046
Name:3,4,5-trimethylheptane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C10H22/c1-6-8(3)10(5)9(4)7-2/h8-10H,6-7H2,1-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
304

experimental value

307.36

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

302.74

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

307.01

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

300.56

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

304.41

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
41.42

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

18.25

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

23.43

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

26.27

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