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:25
Name:2,2-bis(hydroxymethyl)propane-1,3-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C5H12O4/c6-1-5(2-7,3-8)4-9/h6-9H,1-4H2

Properties

FP: Flash point [K]

ValueSource or prediction
533.15

experimental value

465.38

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

462.81

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

475.21

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

477.73

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

470.29

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
24.02

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

0.75

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

-37

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

88.47

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

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