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:603
Name:tert-butyl ethanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C6H12O2/c1-5(7)8-6(2,3)4/h1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
287.25

experimental value

286.99

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

287.24

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

284.04

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

285.32

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

285.9

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
0.74

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

11.41

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

6.74

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

24.49

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

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