So, this looks really interesting and I look forward to delving into the methodology in order to understand the algorithm better. However, what I immediately noticed from the paper linked in the documentation was that linearboost has a worse F1 score on average than the mentioned classifiers. Where it shines is energy consumption. Would it be possible to edit the title to reflect this? It's a huge gain in energy efficiency for a relatively small F1 loss, so kudos for that, but I think people might be expecting something a bit different from the title.