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:28
Name:2,2,4-trimethylpentan-1-ol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C8H18O/c1-7(2)5-8(3,4)6-9/h7,9H,5-6H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
329.75

experimental value

319.12

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

329.54

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

341.76

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

339.47

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

332.47

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
21.96

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

24.76

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

30.81

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

28.93

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

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