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:228
Name:alpha-methylstyrene
Description:
Labels:Aromatics
CAS:
InChi Code:InChI=1S/C9H10/c1-8(2)9-6-4-3-5-7-9/h3-7H,1H2,2H3

Properties

FP: Flash point [K]

ValueSource or prediction
313.15

experimental value

316.85

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

304.56

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

316.04

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

306.28

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

310.94

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
-22.13

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

-9.69

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

1.22

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

0.57

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

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