Answer the following

2. Consider the data points shown here. a. (7) Draw the linear boundaries that you think will be learned sequentially by perceptrons to create pure regions. Name them as P1, P2, P3 etc. in order in which they will be learned Briefly explain why you chose each of these three boundaries. b. (8) For each region that contains some data points write its binary code (P1, P2, etc. values), the number of points in that region, and the class label for the region. Considering the binary codes and the class labels, do you think the classes are linearly separable in this new PI, P2, etc. space? 2. Consider the data points shown here. a. (7) Draw the linear boundaries that you think will be learned sequentially by perceptrons to create pure regions. Name them as P1, P2, P3 etc. in order in which they will be learned Briefly explain why you chose each of these three boundaries. b. (8) For each region that contains some data points write its binary code (P1, P2, etc. values), the number of points in that region, and the class label for the region. Considering the binary codes and the class labels, do you think the classes are linearly separable in this new PI, P2, etc. space