90 citations · 143 across the 6 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 27 cited
Generalising Random Forest Parameter Optimisation to Include Stability and Cost
C. H. Bryan Liu, Benjamin Paul Chamberlain, Duncan A. Little +1
Random forests are among the most popular classification and regression methods used in industrial applications. To be effective, the parameters of random forests must be carefully…
cs.LG2017★ 90 cited
Customer Lifetime Value Prediction Using Embeddings
Benjamin Paul Chamberlain, Angelo Cardoso, C. H. Bryan Liu +2
We describe the Customer LifeTime Value (CLTV) prediction system deployed at ASOS.com, a global online fashion retailer. CLTV prediction is an important problem in e-commerce where…