Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313136937> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4313136937 abstract "When a consumer switches from one service provider to another, they are considered a churner. With an expanding number of fierce competitors inside the industry, important banks place a premium on client relationship management. A detailed and real-time credit card holder churn review is critical and helpful for bankers looking to retain credit cards. According to extensive research, maintaining an existing client is more than five times simpler than acquiring a new one. As a result, this research provides a strategy for predicting churns using a bank dataset. The Synthetic Minority Oversampling Technique (SMOTE) was employed in this study to handle the unbalanced dataset. Randome forest, K closest neighbour, and two boosting algorithms, XgBoost and CatBoost, are used to forecast credit card user turnover. To improve accuracy, hyperparameter tweaking using grid search was performed. The testing results demonstrate that Catboost has an accuracy of 97.85 percent and outperforms the other models." @default.
- W4313136937 created "2023-01-06" @default.
- W4313136937 creator A5015095111 @default.
- W4313136937 creator A5018389767 @default.
- W4313136937 creator A5035643084 @default.
- W4313136937 creator A5036276506 @default.
- W4313136937 creator A5054350323 @default.
- W4313136937 creator A5061281297 @default.
- W4313136937 date "2022-07-15" @default.
- W4313136937 modified "2023-10-06" @default.
- W4313136937 title "Implementation of Machine Learning Techniques for predicting Credit Card Customer action" @default.
- W4313136937 cites W2074780813 @default.
- W4313136937 cites W2114357029 @default.
- W4313136937 cites W2115573539 @default.
- W4313136937 cites W2160227689 @default.
- W4313136937 cites W2709322920 @default.
- W4313136937 cites W2946257491 @default.
- W4313136937 cites W3032007873 @default.
- W4313136937 cites W3114302679 @default.
- W4313136937 cites W3176488901 @default.
- W4313136937 cites W4285386869 @default.
- W4313136937 doi "https://doi.org/10.1109/icses55317.2022.9914238" @default.
- W4313136937 hasPublicationYear "2022" @default.
- W4313136937 type Work @default.
- W4313136937 citedByCount "0" @default.
- W4313136937 crossrefType "proceedings-article" @default.
- W4313136937 hasAuthorship W4313136937A5015095111 @default.
- W4313136937 hasAuthorship W4313136937A5018389767 @default.
- W4313136937 hasAuthorship W4313136937A5035643084 @default.
- W4313136937 hasAuthorship W4313136937A5036276506 @default.
- W4313136937 hasAuthorship W4313136937A5054350323 @default.
- W4313136937 hasAuthorship W4313136937A5061281297 @default.
- W4313136937 hasConcept C10485038 @default.
- W4313136937 hasConcept C111919701 @default.
- W4313136937 hasConcept C119857082 @default.
- W4313136937 hasConcept C12267149 @default.
- W4313136937 hasConcept C124101348 @default.
- W4313136937 hasConcept C127576917 @default.
- W4313136937 hasConcept C136764020 @default.
- W4313136937 hasConcept C144133560 @default.
- W4313136937 hasConcept C145097563 @default.
- W4313136937 hasConcept C154945302 @default.
- W4313136937 hasConcept C162853370 @default.
- W4313136937 hasConcept C169258074 @default.
- W4313136937 hasConcept C2780200862 @default.
- W4313136937 hasConcept C2983355114 @default.
- W4313136937 hasConcept C41008148 @default.
- W4313136937 hasConcept C46686674 @default.
- W4313136937 hasConcept C70153297 @default.
- W4313136937 hasConceptScore W4313136937C10485038 @default.
- W4313136937 hasConceptScore W4313136937C111919701 @default.
- W4313136937 hasConceptScore W4313136937C119857082 @default.
- W4313136937 hasConceptScore W4313136937C12267149 @default.
- W4313136937 hasConceptScore W4313136937C124101348 @default.
- W4313136937 hasConceptScore W4313136937C127576917 @default.
- W4313136937 hasConceptScore W4313136937C136764020 @default.
- W4313136937 hasConceptScore W4313136937C144133560 @default.
- W4313136937 hasConceptScore W4313136937C145097563 @default.
- W4313136937 hasConceptScore W4313136937C154945302 @default.
- W4313136937 hasConceptScore W4313136937C162853370 @default.
- W4313136937 hasConceptScore W4313136937C169258074 @default.
- W4313136937 hasConceptScore W4313136937C2780200862 @default.
- W4313136937 hasConceptScore W4313136937C2983355114 @default.
- W4313136937 hasConceptScore W4313136937C41008148 @default.
- W4313136937 hasConceptScore W4313136937C46686674 @default.
- W4313136937 hasConceptScore W4313136937C70153297 @default.
- W4313136937 hasLocation W43131369371 @default.
- W4313136937 hasOpenAccess W4313136937 @default.
- W4313136937 hasPrimaryLocation W43131369371 @default.
- W4313136937 hasRelatedWork W1985505753 @default.
- W4313136937 hasRelatedWork W2766514146 @default.
- W4313136937 hasRelatedWork W2885516856 @default.
- W4313136937 hasRelatedWork W2885778889 @default.
- W4313136937 hasRelatedWork W2967733078 @default.
- W4313136937 hasRelatedWork W3094138326 @default.
- W4313136937 hasRelatedWork W3137904399 @default.
- W4313136937 hasRelatedWork W4289703016 @default.
- W4313136937 hasRelatedWork W4310224730 @default.
- W4313136937 hasRelatedWork W4310492845 @default.
- W4313136937 isParatext "false" @default.
- W4313136937 isRetracted "false" @default.
- W4313136937 workType "article" @default.