Lecture 8 - Explainable AI on tabular data using LIME | Colab implementation | Trees + Random forest

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Ava
انگلیسی
حرفه‌ای‌ها
مختصر
ویدیوی خود را در چند ثانیه متمایز کنید. صدا، زبان، سبک و مخاطب را دقیقاً به دلخواه خود تنظیم کنید!
خلاصه
This lecture covers using LIME for explainable AI on the Iris dataset, focusing on flower classification based on petal and sepal features. It demonstrates building a Random Forest model, analyzing predictions, and visualizing feature contributions to classifications. The session emphasizes understanding model predictions through LIME's explanations.
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