Machine Learning 12: Multinomial Logistic Regression and Softmax
29:34
YouTubeKasper Green Larsen
Machine Learning 12: Multinomial Logistic Regression and Softmax
We generalize logistic regression to multiple classes by introducing multinomial logistic regression. Here we present the softmax function for making predictions and show how a maximum likelihood approach yields the loss function for multinomial regression. We then show what the gradient of the loss function is and describe how it can be used ...
2.1K viewsSep 8, 2022
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