4:00 PM - 4:20 PM
[1E2-03] Churn Prediction using Deep Learning
Keywords:churn prediction, Web mining, Robo-advisor
On the other hand, the technique of deep learning is still being developed, and one of its characteristics is that it can learn various data and models from end-to-end.
In this research, we propose a churn prediction model with deep learning using data of WealthNavi inc. which manages the service of Robo-adviser.
Specifically, we propose a method to learn time series data and non-time series data with one model.
In the experiment, the effectiveness of this method was demonstrated by obtaining the result exceeding the accuracy of the classifier of the existing research.