Problem
This is a binary classification problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict the risk of suspension of operations for a company based on CEIDG data (Centralna Ewidencja i Informacja o Działalności Gospodarczej).
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
The data will be provided to interested students.
This project will be conducted in collaboration with Bartłomiej Karaban.
Example
See for example https://pl.wikipedia.org/wiki/Modele_oceny_zagro%C5%BCenia_upad%C5%82o%C5%9Bci%C4%85
Problem
This is a binary classification problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict the risk of suspension of operations for a company based on CEIDG data (Centralna Ewidencja i Informacja o Działalności Gospodarczej).
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
The data will be provided to interested students.
This project will be conducted in collaboration with Bartłomiej Karaban.
Example
See for example https://pl.wikipedia.org/wiki/Modele_oceny_zagro%C5%BCenia_upad%C5%82o%C5%9Bci%C4%85