Yayın: Developement of Prediction in Clients' Consent to a Bank Term Deposit Using Feature Selection
| dc.contributor.author | Morani, Kinan | |
| dc.contributor.author | Ayana, Esra Kaya | |
| dc.contributor.author | Engin, Seref Naci | |
| dc.date.accessioned | 2026-06-27T14:16:52Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | This paper presents the effect of Feature Selection on the accuracy of predictive results. It shows that using feature selection algorithms help to get almost the same accurate results comparing to when feature selection is not used. However, the results show that implementing feature selection algorithms reduces data processing time and gives more flexibility in the software package selection since smaller amount of data is resulted. | en |
| dc.description.sponsorship | Control and Automation Engineering Department in the Electrical and Electronic Faculty, Yildiz Technical University | |
| dc.identifier.isbn | 978-1-5386-7641-7 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14981/58753 | |
| dc.identifier.wos | 000491282100073 | |
| dc.language.iso | eng | |
| dc.publisher | IEEE | |
| dc.relation.conference | 6th International Conference on Control Engineering and Information Technology (CEIT) | |
| dc.relation.ispartof | 2018 6TH INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING & INFORMATION TECHNOLOGY (CEIT) | |
| dc.subject | Artificial Neural Networks | |
| dc.subject | Feature Selection | |
| dc.subject | Cross Validation | |
| dc.subject | Sequentail Forward Selection | |
| dc.subject | Mean Square Erorr | |
| dc.subject | Regression | |
| dc.subject | Automation & Control Systems | |
| dc.subject | Computer Science | |
| dc.subject | Engineering | |
| dc.title | Developement of Prediction in Clients' Consent to a Bank Term Deposit Using Feature Selection | |
| dc.type | Proceedings Paper | |
| dspace.entity.type | Publication | |
| local.import.source | WOS |