Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict the house sale 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 or OpenML website.
https://www.kaggle.com/harlfoxem/housesalesprediction
https://www.openml.org/d/42079
This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015.
Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict the house sale 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 or OpenML website.
https://www.kaggle.com/harlfoxem/housesalesprediction
https://www.openml.org/d/42079
This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015.