In the provided image from the sigmoid function lab. What does it exactly imply when one says " Note, the orange line is βπ§β or βπ°β π±(π)+πβ above. It does not match the line in a linear regression model."

Why are the two different and how exactly does βzβ differ from the plot of a linear regression model?

Both lines fit to the same set of data, but the first one assumes a linear regression model whereas the second one assumes a logistic regression model.

What can you tell about the difference in the two lines? (Which one attempts to be a boundary line and which one attempts to fit through itself to the data points?)