A Novel Consumer Purchase Behavior Recognition Method Using Ensemble Learning Algorithm

Table 10

User product feature table.

Feature variable	Feature name
Avg_cart_priority	Average value of user product purchase priority
Times_ord	Number of purchases
Log_freq	Log value of user’s historical purchase frequency
Days_to_last_order	The number of days since the most recent order
Order_streak	The number of other orders in the repurchase interval
Weekend	Weekend purchase logo
Hod_delta	Actual and average purchase time difference (hours)
Dow_delta	Actual and average purchase time difference (weeks)
Orders_since_last	The number of orders purchased since the last order