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

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Ava
ಇಂಗ್ಲೀಷ್
ತಜ್ಞರು
ಸಂಕ್ಷಿಪ್ತ
ನಿಮ್ಮ ವೀಡಿಯೊವನ್ನು ಸೆಕೆಂಡುಗಳಲ್ಲಿ ಗಮನ ಸೆಳೆಯುವಂತೆ ಮಾಡಿ. ಧ್ವನಿ, ಭಾಷೆ, ಶೈಲಿ, ಮತ್ತು ಪ್ರೇಕ್ಷಕರನ್ನು ನೀವು ಬಯಸಿದಂತೆ ಹೊಂದಿಸಿ!
ಸಾರಾಂಶ
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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