Toots, K. M.; Sild, S.; Leis, J.; Acree Jr., W. E.; Maran, U. Machine learning Quantitative Structure-Property Relationships as a function of ionic liquid cations for the gas-ionic liquid partition coefficient of hydrocarbons. Int. J. Mol. Sci. 2022, 23, 7534.
Compound
| ID: | N12 | |
|---|---|---|
| Name: | N-decyl-N-methylpyrrolidinium | |
| Description: | [C10MPyrr]+ | |
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C15H32N/c1-3-4-5-6-7-8-9-10-13-16(2)14-11-12-15-16/h3-15H2,1-2H3/q+1 |
Properties
logKh: Gas-ionic liquid partition coefficient of hexane in [Tf2N]- ionic liquids
| Value | Source or prediction |
|---|---|
| 1.81 |
experimental value |
| 1.868558407167752 |
SVRh: Support Vector Regression model for logK of hexane in [Tf2N]- ionic liquids (Training set) |
| 1.867225248324478 |
MLRh-Eq23: Multiple Linear Regression model for logK of hexane in [Tf2N]- ionic liquids (Training set) |
logKc: Gas-ionic liquid partition coefficient of cyclohexane in [Tf2N]- ionic liquids
| Value | Source or prediction |
|---|---|
| 2.149524998871725 |
experimental value |
| 2.245163175615864 |
MLRc-Eq24: Multiple Linear Regression model for logK of cyclohexane in [Tf2N]- ionic liquids (Training set) |
| 2.209328777063805 |
SVRc: Support Vector Regression model for logK of cyclohexane in [Tf2N]- ionic liquids (Training set) |
logKb: Gas-ionic liquid partition coefficient of benzene in [Tf2N]- ionic liquids
| Value | Source or prediction |
|---|---|
| 2.88 |
experimental value |
| 2.883395443434509 |
MLRb-Eq25: Multiple Linear Regression model for logK of benzene in [Tf2N]- ionic liquids (Training set) |
| 2.960050449563407 |
SVRb: Support Vector Regression model for logK of benzene in [Tf2N]- ionic liquids (Training set) |