Search Results for author: Angelo Cardoso

Found 2 papers, 1 papers with code

Generalising Random Forest Parameter Optimisation to Include Stability and Cost

1 code implementation29 Jun 2017 C. H. Bryan Liu, Benjamin Paul Chamberlain, Duncan A. Little, Angelo Cardoso

We argue that error reduction is only one of several metrics that must be considered when optimizing random forest parameters for commercial applications.

Bayesian Optimisation

Customer Lifetime Value Prediction Using Embeddings

no code implementations7 Mar 2017 Benjamin Paul Chamberlain, Angelo Cardoso, C. H. Bryan Liu, Roberto Pagliari, Marc Peter Deisenroth

We detail the system deployed at ASOS and show that learning feature representations is a promising extension to the state of the art in CLTV modelling.

Marketing Value prediction

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