[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-124197-en":3,"doc-seo-124197-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},124197,1099514067415,"Rowan","https://ap-avatar.wpscdn.com/avatar/100002539d78ffe74a7?x-image-process=image/resize,m_fixed,w_180,h_180&k=1779092875211072502",8,"Research & Report","A MACHINE LEARNING MODEL FOR PREDICTING ESSENTIAL GENES FROM PLASMODIUM FALCIPARUM METABOLIC NETWORK","A master’s dissertation presenting a machine learning approach for predicting essential genes within the Plasmodium falciparum metabolic network. The work is conducted under the Master of Science degree requirement in Bioinformatics at Covenant University, with supervision and examination by university faculty. It includes formal academic declarations and certification of originality, plus dedicated and acknowledged contributions from supervisors, examiners, institutional leaders, and supporting academic and fellowship communities. The study frames its research effort as a contribution to knowledge through computational modeling and bioinformatics analysis.","A MACHINE LEARNING MODEL FOR PREDICTING ESSENTIAL GENES FROM PLASMODIUM FALCIPARUM METABOLIC  \nNETWORK  \nSTEPHEN NPOANDAN BINAANSIM  \n(21PBF02260)  \nBachelor of Science (B. Sc.) Mathematics,  \nKwame Nkrumah University of Science and Technology (KNUST)  \nAUGUST, 2023  \nA MACHINE LEARNING MODEL FOR PREDICTING ESSENTIAL GENES FROM PLASMODIUM FALCIPARUM METABOLIC  \nNETWORK  \nBY  \nSTEPHEN NPOANDAN BINAANSIM  \n(21PBF02260)  \nBachelor of Science (B. Sc.) Mathematics, Kwame Nkrumah University of Science and Technology (KNUST)  \nA DISSERTATION SUBMITTED TO THE SCHOOL OF POSTGRADUATE STUDIES IN PARTIAL FULFILLMENT OF THE REQUIREMENT OF MASTER OF SCIENCE (M.Sc.) DEGREE IN BIOINFORMATICS IN THE DEPARTMENT OF COMPUTER AND INFORMATION AND INFORMATION SCIENCES, COVENANT UNIVERSITY, OTA, OGUN STATE, NIGERIA  \nAUGUST, 2023  \nACCEPTANCE  \nThis is to attest that this dissertation is accepted in partial fulfilment ofthe requirements for the award of the degree of Master of Science in Bioinformatics in the Department of Computer and Information Science, College of Science and Technology, Covenant University, Ota, Ogun State, Nigeria.  \nMiss Adefunke F. Oyinloye Signature and Date  \n(Secretary, School of Postgraduate Studies)  \nProf. Akan B. Williams Signature and Date  \n(Dean, School of Postgraduate Studies)  \nDECLARATION  \nI, BINAANSIM, STEPHEN NPOANDAN (21PBF02260) declare that this dissertation is a representation of my work and implemented by me under the supervision of Professor Jelili O. Oyelade of the Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria. I attest that this dissertation has not been submitted either wholly or partially to any other university or institution of higher learning for the award of master’s degree. All sources of the data and scholarly information from published and unpublished literature used in this dissertation has been duly acknowledge.  \nSTEPHEN NPOANDAN BINAANSIM  \nSignature and Date  \nCERTIFICATION  \nThis is to certify that this dissertation titled “A MACHINE LEARNING MODEL FOR PREDICTING ESSENTIAL GENES FROM PLASMODIUM FALCIPARUM METABOLIC NETWORK” is original research carried out by STEPHEN NPOANDAN BINAANSIM,(21PBF02260) and meets the requirement and regulations governing the award of Master of Science (M. Sc.) degree in Bioinformatics from the Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria under the supervision of Professor Jelili O. Oyelade, and its approved for its contribution to knowledge and literary presentation.  \nProf. Jelili O. Oyelade  \n(Supervisor) Signature and Date  \nProf. Olufunke O. Oladipupo  \n(Head of Department) Signature and Date  \nProf. Akinwale, Adio Taofiki  \n(External Examiner) Signature and Date  \nProf. Akan B. Williams  \n(Dean, School of Postgraduate Studies) Signature and Date  \nDEDICATION  \nI dedicate this project to God almighty for the supply of wisdom, strength and guidance all through this master’s degree program and the carrying out this research project. Furthermore, to all Biomedical Informaticians who have paved the way to insightful research investigations in this direction.  \nACKNOWLEDGEMENTS  \nI extend my eternal gratitude to the unwavering and faithful presence of God, who has guided me to triumph through various life stages and granted me the capacity to pursue this program and undertake this project. I offer sincere thanks to Dr. David O. Oyedepo, the Chancellor of Covenant University, whose life and ministry have profoundly impacted me during my time at the university. Your embodiment of principles such as leadership, hard work, positive mindset, and strong work ethics has been an invaluable lesson.  \nI am equally appreciative of the efforts of the university's Vice Chancellor and their dedication to advancing this esteemed institution. My heartfelt acknowledgments extend to Prof. Akan B. Williams, Dean of the School of Postgraduate Studies, and Prof. Olufunke O. Oladipupo,","cbCaifamgxrvKFpO","https://ap.wps.com/l/cbCaifamgxrvKFpO","pdf",1312637,1,103,"English","en",105,"# Acceptance\n# Declaration\n# Certification\n# Dedication\n# Acknowledgements","[{\"question\":\"What is the dissertation’s main research focus?\",\"answer\":\"The dissertation focuses on building a machine learning model to predict essential genes from the Plasmodium falciparum metabolic network.\"},{\"question\":\"Where is the research carried out academically?\",\"answer\":\"The work is submitted to the School of Postgraduate Studies in partial fulfillment of the M.Sc. Bioinformatics degree at Covenant University, Ota, Ogun State, Nigeria.\"},{\"question\":\"Who supervises and certifies the dissertation?\",\"answer\":\"The supervisor is Professor Jelili O. Oyelade, and certification/approval is provided through university faculty signatures including the Head of Department and the Dean of the School of Postgraduate Studies.\"}]","A MACHINE LEARNING MODEL FOR PREDICTING ESSENTIAL GENES FROM PLASMODIUM FALCIPARUM METABOLIC NETWORK | PDF",1785820978,260,{"code":4,"msg":31,"data":32},"ok",{"site_id":24,"language":23,"slug":33,"title":13,"keywords":34,"description":14,"schema_data":35,"social_meta":86,"head_meta":88,"extra_data":90,"updated_unix":28},"a-machine-learning-model-for-predicting-essential-genes-from-plasmodium-falciparum-metabolic-network","",{"@graph":36,"@context":85},[37,54,68],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,51],{"item":41,"name":42,"@type":43,"position":20},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/document/","Document",2,{"item":49,"name":12,"@type":43,"position":50},"https://docshare.wps.com/document/research-report/",3,{"item":52,"name":13,"@type":43,"position":53},"https://docshare.wps.com/document/a-machine-learning-model-for-predicting-essential-genes-from-plasmodium-falciparum-metabolic-network/124197/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":23,"description":14,"dateModified":62,"datePublished":62,"encodingFormat":61,"isAccessibleForFree":63,"interactionStatistic":64},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":41,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-08-04",true,{"@type":65,"interactionType":66,"userInteractionCount":4},"InteractionCounter",{"@type":67},"ViewAction",{"@type":69,"mainEntity":70},"FAQPage",[71,77,81],{"name":72,"@type":73,"acceptedAnswer":74},"What is the dissertation’s main research focus?","Question",{"text":75,"@type":76},"The dissertation focuses on building a machine learning model to predict essential genes from the Plasmodium falciparum metabolic network.","Answer",{"name":78,"@type":73,"acceptedAnswer":79},"Where is the research carried out academically?",{"text":80,"@type":76},"The work is submitted to the School of Postgraduate Studies in partial fulfillment of the M.Sc. 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