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: | N51 | |
|---|---|---|
| Name: | N-propyl-N-methylpiperidinium | |
| Description: | [PMPip]+ | |
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C9H20N/c1-3-7-10(2)8-5-4-6-9-10/h3-9H2,1-2H3/q+1 |
Properties
logKh: Gas-ionic liquid partition coefficient of hexane in [Tf2N]- ionic liquids
| Value | Source or prediction |
|---|---|
| 1.156 |
experimental value |
| 1.302986615754529 |
SVRh: Support Vector Regression model for logK of hexane in [Tf2N]- ionic liquids (Training set) |
| 1.316965978988343 |
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 |
|---|---|
| 1.623 |
experimental value |
| 1.752380779699561 |
MLRc-Eq24: Multiple Linear Regression model for logK of cyclohexane in [Tf2N]- ionic liquids (Training set) |
| 1.764580756774018 |
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 |
|---|---|
| 2.853257206527267 |
experimental value |
| 2.837366919388263 |
MLRb-Eq25: Multiple Linear Regression model for logK of benzene in [Tf2N]- ionic liquids (Training set) |
| 2.85258910436936 |
SVRb: Support Vector Regression model for logK of benzene in [Tf2N]- ionic liquids (Training set) |