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:119
Name:propan-1-ol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C3H8O/c1-2-3-4/h4H,2-3H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
298

experimental value

293.49

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

296.62

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

294.15

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

289.32

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

293.4

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
12

experimental value

12.03

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

6.81

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

2.8

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

18.98

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

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