jual beli rumah

our client is a portuguese bank.they've been working to directly market to some of their clientsto offer them long-term deposits we want to give them more a targeted frameworkto reach out to their clientsand make sure they engage we want to add lift to their marketing campaignsidentify who it is is actually

jual beli rumah, subscribing to these depositsand what characteristics they have and how we can enhance that interaction we had a number of variables to considersome numeric, some categorical however, before we can get startedthey weren't all in good shape

and we had some work to doa number had missing values "default" for examplehad over 20% missing data and it had to gowith that gone we were able to use imputationusing random forest to generate missing values and fill in what we needed to knowas an example of our variables we had educationwithin that we had five different factors high school, university, professionalilliterate or unknown imputation helped us solve that

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