Question

** 5. The table below lists a dataset containing details of policy holders at an insurance company. The descriptive features included in the table describe each policy holders' ID, occupation, gender, age, the type of insurance policy they hold, and their preferred contact channel. The preferred contact channel is the target feature in this domain.

Answer 1

Kindly refer ot the solution below.

a). The equal frequency bining is as follows.

S.No	Age	Equal sample binning
9	18	Young
6	19	Young
3	21	Young
1	43	Middle aged
4	47	Middle aged
7	49	Middle aged
8	51	Mature
5	55	Mature
2	57	Mature

b). I will exclude the occupation analysis from the redicitive model since threre are 9 occupations listed in the data and as such it is not giving any trend or pattern insight to the analysis.

c).