Explainable diabetes prediction using a stacked ensemble framework

• Saher Fatima Awan ,

  Contributed equally to this work with: Saher Fatima Awan, Kainat Irfan, Umair Muneer Butt

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Department of Computer Science, University of Management and Technology, Lahore (Sialkot), Pakistan

  https://orcid.org/0009-0008-5898-2138

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• Kainat Irfan ,

  Contributed equally to this work with: Saher Fatima Awan, Kainat Irfan, Umair Muneer Butt

  Roles Investigation, Methodology, Resources, Writing – review & editing

  * E-mail: kainatirfancs.55@gmail.com (KI); umair.muneer@skt.umt.edu.pk (UMB); sukumar@usm.my (SL); fadratul@usm.my (FHH)

  Affiliation Department of Computer Science, University of Management and Technology, Lahore (Sialkot), Pakistan

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• Umair Muneer Butt ,

  Contributed equally to this work with: Saher Fatima Awan, Kainat Irfan, Umair Muneer Butt

  Roles Conceptualization, Supervision, Validation

  * E-mail: kainatirfancs.55@gmail.com (KI); umair.muneer@skt.umt.edu.pk (UMB); sukumar@usm.my (SL); fadratul@usm.my (FHH)

  Affiliation Department of Computer Science, University of Management and Technology, Lahore (Sialkot), Pakistan

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• Sukumar Letchmunan ,

  Roles Funding acquisition

  * E-mail: kainatirfancs.55@gmail.com (KI); umair.muneer@skt.umt.edu.pk (UMB); sukumar@usm.my (SL); fadratul@usm.my (FHH)

  ¶‡ SL and FHH also contributed equally to this work.

  Affiliation School of Computer Sciences, Universiti Sains Malaysia, USM Penang, Malaysia

  https://orcid.org/0000-0002-3521-7141

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• Fadratul Hafinaz Hassan

  Roles Funding acquisition

  * E-mail: kainatirfancs.55@gmail.com (KI); umair.muneer@skt.umt.edu.pk (UMB); sukumar@usm.my (SL); fadratul@usm.my (FHH)

  ¶‡ SL and FHH also contributed equally to this work.

  Affiliation School of Computer Sciences, Universiti Sains Malaysia, USM Penang, Malaysia

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