Trust in ML models. Slides from TWiML & AI EMEA Meetup + iX Articles
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Update: There is now a recording of the meetup up on YouTube.
Here you find my slides the TWiML & AI EMEA Meetup about Trust in ML models, where I presented the Anchors paper by Carlos Guestrin et al..
I have also just written two articles for the German IT magazin iX about the same topic of Explaining Black-Box Machine Learning Models:
You can find the code for reproducing all plots in the blogposts here:
- Explaining Black-Box Machine Learning Models - Code Part 1: tabular data + caret + iml
- Explaining Black-Box Machine Learning Models - Code Part 2: Text classification with LIME
- Explaining Black-Box Machine Learning Models - Code Part 3: Keras image classification models with LIME
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