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:27
Name:2,2-dimethylpropane-1,3-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C5H12O2/c1-5(2,3-6)4-7/h6-7H,3-4H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
371.15

experimental value

351.51

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

379.25

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

366.26

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

377.57

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

368.65

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
23.63

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

-6.61

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

-3.6

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

21.43

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

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