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Tree-based homogeneous ensemble model with feature selection for diabetic retinopathy prediction

Diabetic Retinopathy (DR) is a condition that emerges from prolonged diabetes, causing severe damages to the eyes. Early diagnosis of this disease is highly imperative as late diagnosis may be fatal. Existing studies employed machine learning approaches with Support Vector Machines (SVM) having the...

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Principais autores: Tamunopriye Ene Dagogo-George, Hammed Adeleye Mojeed, Abdulateef Oluwagbemiga Balogun, Modinat Abolore Mabayoje, Shakirat Aderonke Salihu
Format: Artigo
Sprog:Inglês
Udgivet: Diponegoro University 2020-10-01
Serier:Jurnal Teknologi dan Sistem Komputer
Fag:
machine learning
ensemble learning
diabetic retinopathy
decision trees
Online adgang:https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13669
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