Fig. 1
From: Predictive modeling of visible-light azo-photoswitches’ properties using structural features
General workflow of the study. Literature data set of azobenzenes and azoheteroarenes is used for the benchmark of models built on a variety of molecular fingerprints and fragment count descriptors. The best performing model is selected via cross-validation and validated on an external test set