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Consider the sample from a bank database shown in Table 2.6; it was selected randomly from a larger database to be the training set. Personal

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Consider the sample from a bank database shown in Table 2.6; it was selected randomly from a larger database to be the training set. Personal Loan indicates whether a solicitation for a personal loan was accepted and is the response variable. A campaign is planned for a similar solicitation in the future and the bank is looking for a model that will identify likely responders. Examine the data carefully and indicate what your next step would be.

000 104 0 0 34 0 1 97 0 : 0 0 198 0 0 3 22 2 3 2 3 1 2 1 3 2 3 1-3 cc ave-1-0.5 9 0.1 4, 2 9 5 2 3 879 1.4 5 1.6 10215 MI-4-43-' 3 "? 4 4 3 1 4 3 1 1 3 3 1 Z! 91 94 91 90 94 94 94 94 94 92 94 95 94 92 E-49 00 45 si 45 30 si 25 29 48 19 81 8274 scr 1 98-9S4 18 31 9 30 3 5 24 35 25 18 32 GE-25 35 35 35 34 29 38 47 56 43 56 38 31 48 50 42 57 OR-I"? 5 9 12 17 2 26 2935 36 38 39 41

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