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Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

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Explanatory Model Analysis

Explore, Explain, and Examine Predictive Models

See the html website here:

A note to readers: this text is a work in progress.

We've released this initial version to get more feedback. Feedback can be given at the GitHub repo We are primarily interested in the organization and consistency of the content, but any comments will be welcommed.

Bibtex entry

  author = {Przemyslaw Biecek and Tomasz Burzykowski},
  title = {{Explanatory Model Analysis}},
  publisher = {Chapman and Hall/CRC, New York},
  year = {2021},
  isbn = {9780367135591},
  url = {},

Model Studio

In this book we have used several predictive models. One can explore them with the Model Studio under following links