Concepedia

Evaluating multi-label classifiers and recommender systems in the financial service sector

Matthias Bogaert, Justine Lootens, Dirk Van den Poel, Michel Ballings

European Journal of Operational Research · 2019 · 54 citations · 60 references

Open access

Concepts

ComputingData ScienceFinanceBankingDecision Support SystemsRecommender SystemsClassificationCollaborative FilteringEvaluation Of Recommender SystemsFinancial Service OperationsSupport Vector MachinesFinancial Services Churn AnalysisMulti-label Ensemble LearningMulti-label Feature SelectionMulti-label Text ClassificationMultilabel Classification

References

60

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Individual Comparisons by Ranking Methods

Frank Wilcoxon · Biometrics Bulletin · 1945 · 14.4K citations

Business, Computer Science, Multi-criteria Decision Making +8

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Computing, Computer Science, Data Science +17

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

Computing, Computer Science, Data Mining +13

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

Computing, Computer Science, Information Retrieval +14