Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  describe the solution of team ISMLL for the ECML-PKDD 2016 Discovery Challenge on Bank Card Usage for both tasks. Our solution is based on three pillars. Gradient boosted decision trees as a strong regression and classification model, an intensive search for good hyperparameter configurations and strong features that exploit geolocation information. This approach achieved the best performance on the public leaderboard for the first task and a decent fourth position for the second task.
['Martin Wistuba', 'Nghia Duong-Trung', 'Nicolas Schilling', 'Lars Schmidt-Thieme']
I am writing a research paper on a idea Bank Card Usage Prediction Exploiting Geolocation Information
[{"from": "human", "value": "I am writing a research paper on a idea Bank Card Usage Prediction Exploiting Geolocation Information"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  describe the solution of team ISMLL for the ECML-PKDD 2016 Discovery Challenge on Bank Card Usage for both tasks. Our solution is based on three pillars. Gradient boosted decision trees as a strong regression and classification model, an intensive search for good hyperparameter configurations and strong features that exploit geolocation information. This approach achieved the best performance on the public leaderboard for the first task and a decent fourth position for the second task."}]