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Lecture notes for 'Interpretable Machine Learning' at WUT and UoW. Summer semester 2019/2020

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## 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...

Classification
Medical use-case

## 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...

Regression
Financial use-case

## 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 type of leukemia. The...

Classification
Medical use-case

## Problem This is a regression problem. On the basis of historical data, models (of varying degrees of complexity) should be developed to predict the expenses related to medical treatments...

Regression
Medical use-case