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:475
Name:isobutyl octadecanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C22H44O2/c1-4-5-6-7-8-9-10-11-12-13-14-15-16-17-18-19-22(23)24-20-21(2)3/h21H,4-20H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
448.06

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

413.99

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

411.04

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

403.68

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

419.2

FP_consensus: Consensus model for flash point (Prediction set)

CN: Cetane number

ValueSource or prediction
99.3

experimental value

97.23

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

87.27

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

91.86

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

89.67

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