Hello, MC - Matthew Correlation can theoretically have significantly varied single values for TP, TN, FP, FN and other metrics while having almost the same Error and CV_Error for two different models. It's handful that we can see metrics data in the "Solutions Info". However, there is an absence of these crucial metrics in the output file.txt, particularly if we attempt to automate some procedures and launch TuringBot from the command line. Starting from command line we do not see other metrics. It would be nice to have a choice what metrics from "Solutions Info" we would like to see in output file - besides of standard four: Size,Error,CV_Error,Function. For example "switcher" could be exists as optional argument in the SETTINGS_FILE or something like similar. Thank You. Pit