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  • Sanghyun Lee thinks this is interesting:

Using log-odds instead of regular probabilities is a mathematical trick that makes certain computations easier, because unlike probabilities, they’re not limited to values between 0 and 1.

From

Cover of Real-World Machine Learning

Note

why don't we just do p-0.5?