10967/241 - QDB Compounds

QsarDB Repository

Toots, K. M.; Sild, S.; Leis, J.; Acree Jr., William E.; Maran, U. The Quantitative Structure-Property Relationships for the gas-ionic liquid partition coefficient of a large variety of organic compounds in three ionic liquids. J. Mol. Liq. 2021, 343, 117573.

Compound

ID:N81
Name:butanal
Description:
Labels:
CAS:123-72-8
InChi Code:InChI=1S/C4H8O/c1-2-3-4-5/h4H,2-3H2,1H3

Properties

logK_BMPyrrFAP: Gas-ionic liquid partition coefficient of organic solvents in BMPyrrFAP

ValueSource or prediction
3.031126849113054

experimental value

3.075342075274453

MLR1-Eq13: Multiple Linear Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [BMPyrr]+[FAP]- (Training set)

3.031126849113147

RF1: Random Forest Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [BMPyrr]+[FAP]- (Training set)

logK_MeoeMPyrrFAP: Gas-ionic liquid partition coefficient of organic solvents in MeoeMPyrrFAP

ValueSource or prediction
3.06838641534369

experimental value

3.122695052480337

MLR2-Eq14: Multiple Linear Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [MeoeMPyrr]+[FAP]- (Training set)

3.060532321128807

RF2: Random Forest Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [MeoeMPyrr]+[FAP]- (Training set)

logK_BMPyrrC(CN)3: Gas-ionic liquid partition coefficient of organic solvents in BMPyrrC(CN)3

ValueSource or prediction
2.931421799787827

experimental value

2.832514262381649

MLR3-Eq15: Multiple Linear Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [BMPyrr]+[C(CN)3]- (Training set)

2.931421799787818

RF3: Random Forest Regression QSAR model for gas-ionic liquid partition coefficient of organic solvents in [BMPyrr]+[C(CN)3]- (Training set)