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Are you currently certain the classification boundary in the situation of the sigmoid operate may be elliptical shaped as you've demonstrated? I thought a logistic regression's classification boundary was a straight line.
Figuring out which inputs to implement is an important part of ML layout. Nevertheless, with the sake of clarification, it's easiest to assume just one input price.
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