feat

feat,py

features = train[['current bank amount', 'last bank amount',
       'time taken (seconds)', 'most recent bank amount', 'account type',
       'age', 'occupation', 'credit card type',
       'account source verification', 'transaction source method',
       'account destination verification', 'dayofweek_name', 'is_weekend',
       'hour','prev_tran','credit_or_debit','period_of_day']]
X = pd.get_dummies(columns=['account type',
       'occupation', 'credit card type', 'credit_or_debit',
       'account source verification', 'transaction source method',
       'account destination verification', 'dayofweek_name','period_of_day'], data = features)
y = train['fradulent']  #target feature