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:957
Name:2,3-dimethylhexane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-5-6-8(4)7(2)3/h7-8H,5-6H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
278.48

experimental value

278.14

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

274.77

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

277.74

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

273.27

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

275.98

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
25.15

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

24.03

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

35.94

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

34.93

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