Modeling with Decision TreesYou are a data scientist working at corporation ‘xyz’, you want to predict whether users will sign up for a subscription based service. You are to see if an online application and see if users sign up for the trial and use the site for a certain number of days, after which they can upgrade to a basic or premium service. As users sign up for the free trial, information about them is collected, and at the end of the trial, the site owners note which users chose to become paying customers.To minimize noise, the site collects some key information, 1) The site that referred them. 2) geographical location, how many page views, and service chosen.Using the starter code in the final project document, build a tree and print it out.Submit the following  information to your instructor: Tree CodeComments / Analysis

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