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:710
Name:tert-butylcyclohexane
Description:
Labels:Naphtenes
CAS:
InChi Code:InChI=1S/C10H20/c1-10(2,3)9-7-5-4-6-8-9/h9H,4-8H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
315

experimental value

312.1

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

319.19

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

316.01

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

312.87

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

315.04

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
38.36

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

33.74

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

28.64

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

30.36

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

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