Water solubility. Solubility is defined as Log([concentration in mol/L]), where the concentration corresponds to 50% precipitation likelihood.
- Training set: 1311 compounds from the PHYSPROP database.
- Descriptors: ECFP4 binary+MolLogP,
- Machine Learning Method: Random Forest Regression
- Performance: R2=0.98,Q2=0.86