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:172
Name:1,2-dimethylbenzene
Description:
Labels:Aromatics
CAS:
InChi Code:InChI=1S/C8H10/c1-7-5-3-4-6-8(7)2/h3-6H,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
290

experimental value

296.05

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

303.31

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

297.95

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

302.98

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

300.07

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
8

experimental value

0.73

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

-2.34

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

-2.55

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

-0.6

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

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