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:979
Name:2,4,4-trimethylhexane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C9H20/c1-6-9(4,5)7-8(2)3/h8H,6-7H2,1-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
288

experimental value

283.32

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

288.93

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

288.41

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

286.94

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

286.9

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
23.74

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

23.44

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

23.51

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

26.89

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

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