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:3
Name:(2S)-butane-1,2,4-triol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C4H10O3/c5-2-1-4(7)3-6/h4-7H,1-3H2/t4-/m0/s1

Properties

FP: Flash point [K]

ValueSource or prediction
385

experimental value

398.18

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

438.47

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

427.47

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

435.36

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

424.88

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)

6.17

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

-0.56

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

55.6

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