Publications by smarterpoland

Tell Me a Story: How to Generate Textual Explanations for Predictive Models

TL;DR: If you are going to explain predictions for a black box model you should combine statistical charts with natural language descriptions. This combination is more powerful than SHAP/LIME/PDP/Break Down charts alone. During this summer Adam Izdebski implemented this feature for explanations generated in R with DALEX library. How he did it? Fi...

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What’s new in DALEX v 0.4.9?

Few days ago a new version of DALEX was accepted by CRAN (v 0.4.9). Here you will find short overview what was added/changed. DALEX is an R package with methods for visual explanation and exploration of predictive models. Here you will find short overview with examples based on Titanic data. For real world use cases: Here you will find a conferen...

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