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2 . 2 ( 1 5 points ) We are given a classifier that performs classification on R 2 ( the space of data points

2.2(15 points) We are given a classifier that performs classification on
R
2
(the space of data points with 2 features
(x
1
,x
2
))
with the following decision rule \[ h\left(x_{1}, x_{2}\right)=\left\{\begin{array}{ll}1, & \text { if } w_{1} x_{1}+w_{2} x_{2}+b \geq 0\\0, & \text { otherwise. }\end{array}\right.\] Here, the normal vector
w
of the decision boundary is normalized ie.:

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