samplchallenges / SAMPL6

Challenge inputs, details, and results for the SAMPL6 series of challenges
https://samplchallenges.github.io
MIT License
52 stars 32 forks source link

logP molecular statistics analysis #75

Closed MehtapIsik closed 5 years ago

MehtapIsik commented 5 years ago

This new directory contains tables and bar plots of molecular statistics analysis.

Molecular statistics analysis was performed to indicate logP values of which molecules of SAMPL6 logP Challenge set were more difficult to predict accurately across participated methods. Error statistics (MAE and RMSE) were calculated for each molecule averaging across all methods or for all methods within a method category (Physical, Empirical, Mixed, or Other). 95% confidence intervals of error statistics were calculated via bootstrapping (10000 samples).