This projects aims at building different algorithms and assess their efficience when it comes to assess the toxicity of a link. This effort is directed to avoid getting penalyzed from google filters like Penguin. We here assess different predictive algorithms to learn over previously penalized links and properly classify new unknown links. We here feature bagged and boosted trees. More to come.