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

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Ava
Αγγλικά
Επαγγελματίες
Συνοπτικό
Κάντε το βίντεό σας να ξεχωρίζει σε δευτερόλεπτα. Ρυθμίστε τη φωνή, τη γλώσσα, το στυλ και το κοινό ακριβώς όπως θέλετε!
Περίληψη
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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