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:790
Name:2,5-dimethylhexa-1,5-diene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C8H14/c1-7(2)5-6-8(3)4/h1,3,5-6H2,2,4H3

Properties

FP: Flash point [K]

ValueSource or prediction
280

experimental value

278.86

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

275.3

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

287.86

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

276.56

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

279.64

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
1.22

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

1.54

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

11.94

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

1.81

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

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