/Mushroom_Edibility_ML

Train a model to tell if a mushroom is poisonous or edible

Primary LanguageJupyter Notebook

Mushroom_Edibility_ML

Train a model to tell if a mushroom is poisonous or edible

Description

This project is using data from the Audobon Society Field Guide. Downloaded from UCI Machine Learning Repository or it can be gotten directly from the respository. The two data files used are:

  1. agarious-lepiota.data
  2. agarious-lepiota.names

General Steps Taken

  1. Downloading and cleaning the data
  2. Perform short analysis of the data
  3. Using machine learning techniques to train a model to predict whether a mushroom is poisonous or edible
  4. Creating a decision tree and visualize it

Credits

This is a guided project by the wonderful team at: UpLevel Many thanks to Jackie Tan for his help and gentle guidance along the way