Repeat the pattern-classification experiment described in Section 2.5, this time setting the two moons at the very edge of linear separability, that is, d = 0. Comment on your results, and compare them with those obtained in Problem 1.6, involving the perceptron.
Problem 1.6
Repeat the computer experiment of Section 1.5, this time, however, positioning the two moons of Figure 1.8 to be on the edge of separability, that is, d = 0. Determine the classification error rate produced by the algorithm over 2,000 test data points.