Question 3. The manager of the Savers Bank is willing to differentiate the customers based on the current savings balanc

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Question 3 The Manager Of The Savers Bank Is Willing To Differentiate The Customers Based On The Current Savings Balanc 1 (122.68 KiB) Viewed 60 times

Question 3. The manager of the Savers Bank is willing to differentiate the customers based on the current savings balance. Customers with 20000 TL in their accounts are classified as "rich", 5000-20000 are called "moderate" and the ones with current balance of less than 5000 are “poor”. Build a decision tree (and provide the plot) for predicting a customer class using the following criteria: . Marital status Average credit card debt payments. City The age of the saving account (time since the first opening date of the account) a. What is the predicted wealth status of a customer X who is single, 2500 TL of average debt payment and lives in Istanbul? b. Build a linear regression model with the log-transformed current savings balance (not the wealth status) with the same criteria. Make a prediction for the customer X's wealth status after running a prediction on savings balance. Apply 5-fold cross validation and calculate average precision value for both methods (logistic regression vs. transformation on regression predictions). c.