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:181
Name:1,2,4,5-tetramethylbenzene
Description:
Labels:Aromatics
CAS:
InChi Code:InChI=1S/C10H14/c1-7-5-9(3)10(4)6-8(7)2/h5-6H,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
328

experimental value

324.38

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

338.28

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

321.2

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

340.25

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

331.03

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
16.73

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

0.51

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

5.31

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

11.23

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

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