Every year hurricanes cause damages in the USA and all around the world at a huge scale. Hence, any prior knowledge of a hurricanes path will facilitate in predicting the region where
it might be headed next and help in taking precautionary mea- sures beforehand. We can exploit the dataset named HURDAT
database, provided by the National Oceanic and Atmospheric Administration (NOAA) to feed it into different supervised learning models. Subsequently, a comparison of the accuracy of the result predicted is discussed.
