Adaptive Analysis of Machine Learning Algorithms on Medical Datasets for Disease Prediction
Salwa Elsayed,
Mahmoud M. Ismail,
Amal F. Abdel-Gawad
et al.
Abstract:This paper aims to analyze and evaluate the performance of different classification algorithms on medical datasets and gives some tips and guidelines for choosing the right algorithm for the dataset. For this purpose, twelve medical datasets were selected from the UCI repository, including breast cancer data, chronic kidney disease, cryotherapy, hepatitis, immunotherapy, Indian Liver Patient Dataset (ILPD), liver disorders, pima diabetes, risk factors cervical cancer, statlog (heart) dataset, dermatology and l… Show more
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