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:485
Name:isopentyl methanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C6H12O2/c1-6(2)3-4-8-5-7/h5-6H,3-4H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
314

experimental value

332.04

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

302.76

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

317.52

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

303.84

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

314.04

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
24.07

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

40.89

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

45.99

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

47.57

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