enviPath updates

Joerg Simon Wicker

js@mrezha.wicker.nz

Ig Nobel Prize In Chemisty 2021 - Machine Learning Group - School of Computer Science - University of Auckland

Location:: Auckland

New Zealand

Hometown:: Auckland

Homepage:: https://wickerlab.org - https://wicker.nz - https://ml.auckland.ac.nz

enviPath updates

Thu, 16 Nov 2023 08:54:15 +1300 last edited: Thu, 16 Nov 2023 08:59:44 +1300

Joerg Simon Wicker

js@mrezha.wicker.nz

enviPath was first published in 2016. Since then, we added heaps of functionality and updates, so we decided to summarize it all in an update paper. The preprint is now out, read it here!

enviPath now has three reviewed data sets, reaction links to EC numbers, we improved the prediction engine both in prediction performance and speed, we added a new holistic pathway-based evaluation, implemented a tailored applicability domain, and added heaps of additional technical improvements. You can test the improvements online at https://envipath.org.