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:124
Name:propane-1,3-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C3H8O2/c4-2-1-3-5/h4-5H,1-3H2

Properties

FP: Flash point [K]

ValueSource or prediction
352.15

experimental value

367.63

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

389.44

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

377.1

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

372.44

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

376.66

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
23.18

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

3.7

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

-5.98

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

30.48

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

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