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:535
Name:methyl methanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C2H4O2/c1-4-2-3/h2H,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
254

experimental value

301.85

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

246.7

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

277.11

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

254.61

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

270.07

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
-0.45

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

11.25

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

5.29

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

24.44

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

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