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:74
Name:heptan-2-ol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C7H16O/c1-3-4-5-6-7(2)8/h7-8H,3-6H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
332.15

experimental value

328.49

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

333.64

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

333.4

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

336.23

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

332.94

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
19.68

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

18.6

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

29.8

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

26.31

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

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