## Context

Each autumn, in Catalonia, there is a big competition about [mushroom hunting](https://en.wikipedia.org/wiki/Mushroom_hunting). Unfortunately the past years a lot of people has picked a poisonous mushrooms thinking that they were edible, causing an overload on the healthcare system. 
The Department of Health has asked to develop a model that given basic image attributes of mushrooms we can detect if it is poisonous or not, and give a guidance if which are the features most indicative of a poisonous mushroom.

## Acknowledgements

This dataset was originally donated to the UCI Machine Learning repository.