Lecture 8 - Explainable AI on tabular data using LIME | Colab implementation | Trees + Random forest
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Ava
Engelska
Professionella
Konkis
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Sammanfattning
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.