Question: Suppose there is a single feature, denoted by X which takes values in the set {1, 2, 3} and a binary label Y {0, 1}.

Suppose there is a single feature, denoted by X which takes values in the set {1, 2, 3} and a binary label Y {0, 1}. The distribution D is described as follows:

Pr(X=i) = 1/4, i{1,2}

Pr(X=3) = 1/2, Pr(Y =1|X=i) = 1, i{1,3}

Pr(Y =0|X=i) = 1, i{2}

Let h be the classifier: h(x) = 1 if x > 1.5 and 0 otherwise. Calculate the error of h with respect to D.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!