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:123
Name:propane-1,2,3-triol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C3H8O3/c4-1-3(6)2-5/h3-6H,1-2H2

Properties

FP: Flash point [K]

ValueSource or prediction
433.15

experimental value

411.62

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

434.01

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

438.41

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

426.4

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

427.62

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)

11.93

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

-3.8

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

56.1

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

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