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:938
Name:2,2,3-trimethylpentane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-6-7(2)8(3,4)5/h7H,6H2,1-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
270

experimental value

272.02

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

272.7

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

271.94

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

270.87

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

271.88

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
15.69

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

23.4

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

36.5

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

21.55

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