A Method of Prediction of Coupon Usage based on Xgboost

摘要

#$%^&*AU2020100702A420200611.pdf#####Abstract This invention is in field of marketing and retail industry, and serve as a new method to predict the probability of coupon usage powered by XGBoost algorithm. The invention aims to help the merchant to predict the number of coupons used by the user for a period of time in the future. the invention uses xgboost as a training model and uses the previously introduced source data, including four basic information of the user id merchant id coupon id preferential rate. With these algorithms and advantages, our program will eventually be able to predict the number of coupons users will use over time 1Data Set File Analyze Data Set File DetermineClaracteristic Pararnpter Input rnoostModel Train Mllm oodel Get Xgoot Key Parameter Use gostModel To predict Figure 1 1