MLearning.ai
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MLearning.ai

Explaining the predictions— Shapley Values with PySpark

Interpreting Isolation Forest’s predictions — and not only

Photo by Joshua Golde on Unsplash

The problem: how to interpret Isolation Forest’s predictions

More specifically, how to tell which features are contributing more to the predictions. Since Isolation Forest is not a typical Decision Tree (see…

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