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Shapley Additive Explanations SHAP
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=VB9uV-x0gtg
In this video you'll learn a bit more about: • A detailed and visual explanation of the mathematical foundations that comes from the Shapley Values problem; • How does SHAP (Shapley Additive Explanations) reframes the Shapey Value problem • What is Local Accuracy, Missingness, and Consistency in the context of explainable models • What is the Shapley Kernel • An example that shows how a prediction can be examined using Kernel SHAP. • Author: • Rob Geada • e-mail: [email protected] • LinkedIn: / rob-geada-7a8486111 • 00:00 Introduction • 00:23 Shapley Values • 02:27 Shapley Additive Explanations • 04:16 Local Accuracy, Missingness, and Consistency • 05:58 Shapley Kernel • 08:06 Example
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