This is a graded class activity and is supposed to be completed in $15$ minutes.

Using the following dataset, we want to design a logistic regression classifier:

ca$\_$gnb$.$JPG

We know that with two input features, X and Y$,$ we can rely on the following equation:

Your task is to determine the weights

$,$

$,$ and

such that we can perfectly separate the blue and red data points.

Write down the answer in the text area. In English describe your solution $($no equation is required$).$