Mushrooms classification

This project use to classify edible and poisonous mushrooms based on different variable such as gill color, habitat, etc. this project is build using decission tree classifier

Install

This project requires Python and the following Python libraries installed:

NumPy
Pandas
matplotlib
seaborn
scikit-learn
streamlit

Usage

first, you can clone this git repository

git clone https://github.com/HillalXD/mushroom-classification.git

then navigate your command to this directory

cd mushroom-classification

after that run app.py to use streamlit app

streamlit run app.py

Code

Template code is provided in the classifier.ipynb notebook file.
mushrooms.csv in provide data source for training model
app.py is streamlit webapp to user input features for model predicting and return mushrooms class as output