"Discussion. Here, we describe a successful machine learning method for the
prediction of different outcomes of the nuclear receptor and stress response
pathway screening from the Tox21 Data Challenge 2014. The key to our method
is the combination of different molecular fingerprints and descriptors as well as
the integration of two different algorithms, a similarity-based approach and a
naïve Bayes machine learning technique. Combin ..."