Shouldn’t this be y_hat = 0 inside the curve and y_hat = 1 outside the curve?

Thanks in advance

It depends on what the ‘y’ values are for each example.

If the ‘y = 1’ values are outside the ellipse, that’s where’d you’d expect the h-hat values also.

The curve just tells you where the 0.5 values are - it separates the examples. It doesn’t by itself tell you which region is which.

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Got it… Thanks.

Could you also please provide the mathematical proof for the cost function of logistic regression to be convex?

Can be found online (via stackexchange)

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