Model-agnostic interpretation methods like PDP and SHAP require data for estimation. Now you could treat that simply as a nuisance, something to be dealt with like brushing your teeth every day.Thanks for reading Mindful Modeler! Subscribe for free to receive new posts and…
This newsletter is a bit shorter, but it contains a gem: one of my favorite papers featuring adorable but mischievous creatures. (I’m chilling on my…
Introduction To Conformal Prediction With Python is now also available as a print version (in color)! 🎉 You can get it from Amazon. What Is Conformal…
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Understanding the Differences for Better Machine Learning
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What it means to always pick the best perfoming model
A Short Guide For Quantifying Uncertainty Of Machine Learning Models
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A most annoying misconception in the world of machine learning interpretability
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Can ML models be scientific models?
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Ahead of AI
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The Palindrome
The Palindrome
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