Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach.
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| Title: | Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach. |
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| Authors: | Akter, Raisa1, Halder, Rajib Kumar1, rajib.cse1346@gmail.com, Uddin, Mohammed Nasir2, Uddin, Md. Ashraf3, Khraisat, Ansam3, Rahman, Mijanur1, Hossain, Md. Kabir4, Murray, Richard, rmurray@wiley.com |
| Source: | International Journal of Intelligent Systems; 1/6/2026, Vol. 2026, p1-14, 14p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 190687627 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Akter%2C+Raisa%22">Akter, Raisa</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Halder%2C+Rajib+Kumar%22">Halder, Rajib Kumar</searchLink><relatesTo>1</relatesTo>, <i>rajib.cse1346@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Uddin%2C+Mohammed+Nasir%22">Uddin, Mohammed Nasir</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Uddin%2C+Md%2E+Ashraf%22">Uddin, Md. Ashraf</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Khraisat%2C+Ansam%22">Khraisat, Ansam</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Rahman%2C+Mijanur%22">Rahman, Mijanur</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Hossain%2C+Md%2E+Kabir%22">Hossain, Md. Kabir</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Murray%2C+Richard%22">Murray, Richard</searchLink>, <i>rmurray@wiley.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Intelligent+Systems%22">International Journal of Intelligent Systems</searchLink>; 1/6/2026, Vol. 2026, p1-14, 14p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=190687627 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1155/int/8899164 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Titles: – TitleFull: Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Akter, Raisa – PersonEntity: Name: NameFull: Halder, Rajib Kumar – PersonEntity: Name: NameFull: Uddin, Mohammed Nasir – PersonEntity: Name: NameFull: Uddin, Md. Ashraf – PersonEntity: Name: NameFull: Khraisat, Ansam – PersonEntity: Name: NameFull: Rahman, Mijanur – PersonEntity: Name: NameFull: Hossain, Md. Kabir – PersonEntity: Name: NameFull: Murray, Richard IsPartOfRelationships: – BibEntity: Dates: – D: 06 M: 01 Text: 1/6/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 08848173 Numbering: – Type: volume Value: 2026 Titles: – TitleFull: International Journal of Intelligent Systems Type: main |
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