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:240
Name:isobutylbenzene
Description:
Labels:Aromatics
CAS:
InChi Code:InChI=1S/C10H14/c1-9(2)8-10-6-4-3-5-7-10/h3-7,9H,8H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
325.15

experimental value

319.98

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

315.71

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

325.24

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

317.97

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

319.73

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
17.83

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

40.09

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

36.11

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

11.04

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

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