Using the data in Table 7.5, find the k-nearest neighbor for record #10, using k = 3.

Table 7.5

Record Age Marital Income Risk 22 Single $46,156.98 Bad loss 33 Married $24,188.10 28 Other $28,787.34 1 2 3 4 5 6 7 8 9 10 Bad loss Bad loss 51 Other $23,886.72 Bad loss 25 Single $47,281.44 Bad loss 39 Single Single $33,994.90 Good risk 54 Single Single $28,716.50 Good risk 55 Married $49,186.75 Good risk 50 Married $46,726.50 Good risk 66 Married $36,120.34 Good risk