Question: Consider a data set with four binary attributes X1, X2, X3 and X4. The attribute X4 takes exactly the same value as X3 for each

 Consider a data set with four binary attributes X1, X2, X3

Consider a data set with four binary attributes X1, X2, X3 and X4. The attribute X4 takes exactly the same value as X3 for each record, i.e., X4 is equal to X3. In each of the following three scenarios, find whether the decision boundary learnt by the two models would be similar, otherwise find which of the two models would perform better. Provide a brief justification for each. (i) We build two KNN models: M1 that is learnt using all the four attributes. b. M2 that is learnt using the three attributes X1, X2, and X3. a. (ii) We build two ANN models: M1 that is learnt using all the four attributes. b. M2 that is learnt using the three attributes X1, X2, and X3. a

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!