
Some details
Goal: to develop an algorithm which would evaluate the probability of customer clicks on certain products.
Source data: 20 mln products views and clicks were provided and no data on visitors.
Solution: We built a probability model based on the frequency of products displayed together which showed accuracy of
ROCAUC=0.76.Result: The web-site conversion increased rate by 14%.