Dataset: Mushroom Classification

[pbiecek]

Problem

This is a binary classification problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict if a mushroom is safe to eat or deadly poison?
The best models should be explained using XAI tools at the instance level and at the data set level.

Data

The data can be downloaded from the Kaggle or OpenML website.
https://www.kaggle.com/uciml/mushroom-classification
https://www.openml.org/d/24