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:934
Name:2,2-dimethylpentane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C7H16/c1-5-6-7(2,3)4/h5-6H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
258.15

experimental value

252.17

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

260.45

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

259.46

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

259.75

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

257.96

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
33.75

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

30.53

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

46.19

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

22.92

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

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