Lecture 8 - Explainable AI on tabular data using LIME | Colab implementation | Trees + Random forest
0:00 / 0:00
Ava
English
Professionals
Concise
Make your video stand out in seconds. Adjust voice, language, style, and audience exactly how you want!
Summary
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.