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 odds of survival after lung cancer surgery.
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
Data will be provided upon request. Data correspond to the lung cancer survival in the Polish population.
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 odds of survival after lung cancer surgery.
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
Data will be provided upon request. Data correspond to the lung cancer survival in the Polish population.