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:958
Name:2,3-dimethyloctane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C10H22/c1-5-6-7-8-10(4)9(2)3/h9-10H,5-8H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
309

experimental value

307.83

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

306.74

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

310.11

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

306.18

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

307.71

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
33.3

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

31.92

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

44.26

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

46.09

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