Hurricanes: Dataset with raw trajectories of hurricanes in Atlantic Ocean, collected from the years of 1944 to 2013. The hurricanes are labeled in six classes by using the Saffir-Simpson hurricane scale, which measures the strength level, from the weakest to the strongest (1 to 5) and tropical storms. It consists on a dataset with sparse trajectory points, with sampling rate collection of 6 hours between each collection. We used the entire dataset starting from the year of 1944, as indicated in, which consists on 996 trajectories, with trajectory size varying 3 to 118 points.