Figure 5.1 illustrates the coverage of the classification rules R1, R2, and R3. Determine which is the best and worst rule according to:
(a) The likelihood ratio statistic.
(b) The Laplace measure
(c) The m-estimate measure (with k = 2 and p+ = 0.58).
(d) The rule accuracy after R1 has been discovered, where none of the examples covered by R1 are discarded).
(e) The rule accuracy after R1 has been discovered, where only the positive examples covered by R1 are discarded).
(f) The rule accuracy after R1 has been discovered, where both positive and negative examples covered by R1 are discarded.