@Aarshay wrote:
Hi Guys,
I've been reading about logistic regression and the first obvious question is why not linear regression.
On further research, I found that one of the key reasons is that linear regression is unbounded and we need probabilities which should range between 0 and 1. But this gives rise to 2 more questions:
- Why not cap the values at 0 and 1
- Why the logistic function and nothing else.
Hoping for a great discussion ahead.
Regards,
Aarshay
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