How to Fix same Sales Prediction on catboost regression/CatBoostRegressor

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d = {\'customer\':[\'A\',\'B\',\'C\',\'A\'],\'season\': [1,2,3,4] \'cat1\': [\'BAGS\',\'TSHIRT\',\'DRESS\',\'BELT\'],\'cat2\': [\'high\',\'low\',\'high\',\'medium\'],\'s


                      
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