Dec 3, 2023Liked by Avi Chawla

Excellent. Lucidly put. Keep it up.

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Dec 5, 2023Liked by Avi Chawla

That's only the case when the task is binary classification, right?

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No no, the pattern holds for other classification tasks as well. I used a binary example for simplicity. If you have three classes, instead of having a single line-separability, you may have a decision boundary like this one: https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F551c4253-1046-4b20-b8c8-c823f746017b_2736x2840.png

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