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Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
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See the html website here:https://pbiecek.github.io/ema/
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 repohttps://github.com/pbiecek/ema/issues. We are primarily interested in the organization and consistency of the content, but any comments will be welcommed.
@Book{, author = {Przemyslaw Biecek and Tomasz Burzykowski}, title = {{Explanatory Model Analysis}}, publisher = {Chapman and Hall/CRC, New York}, year = {2021}, isbn = {9780367135591}, url = {https://ema.drwhy.ai/},}
In this book we have used several predictive models. One can explore them with the Model Studio under following links
titanic_rf_v4
modelhttps://titanic-rf-v4.netlify.comtitanic_rf_v6
modelhttps://titanic-rf-v6.netlify.comtitanic_gbm_v6
modelhttps://titanic-gbm-v6.netlify.comtitanic_lmr_v6
modelhttps://titanic-lmr-v6.netlify.com