Problem $-2$

Objective

In your role as a statistician at the Republic of Indonesia Ministry of Health, you have been entrusted with a dataset containing information from a Contraceptive Prevalence Survey. This dataset encompasses data from $1473$ married females who were either not pregnant or were uncertain of their pregnancy status during the survey.

Your task involves predicting whether these women opt for a contraceptive method of choice. This prediction will be based on a comprehensive analysis of their demographic and socio$-$economic attributes.

Data Description

$1.$ Wife's age $($numerical$)$

$2.$ Wife's education $($categorical$)1=$uneducated, $2,3,4=$tertiary

$3.$ Husband's education $($categorical$)1=$uneducated, $2,3,4=$tertiary

$4.$ Number of children ever born $($numerical$)$

$5.$ Wife's religion $($binary$)$ Non$-$Scientology, Scientology

$6.$ Wife's now working? $($binary$)$ Yes, No

$7.$ Husband's occupation $($categorical$)1,2,3,4($random$)$

$8.$ Standard$-$of$-$living index $($categorical$)1=$verlow, $2,3,4=$high

$9.$ Media exposure $($binary$)$ Good, Not good

$10.$ Contraceptive method used $($class attribute$)$ No$,$Yes