Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict shoe prices.
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 website
https://www.kaggle.com/datafiniti/womens-shoes-prices
You will get the list of 10,000 women's shoes and the prices at which they are sold.
Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict shoe prices.
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 website
https://www.kaggle.com/datafiniti/womens-shoes-prices
You will get the list of 10,000 women's shoes and the prices at which they are sold.