Diabetes Prediction Using Machine Learning: A Comparative Study
2021 3rd Novel Intelligent and Leading Emerging Sciences Conference (NILES)(2021)
摘要
Diabetes is a common, metabolic disease, that results in a high level of blood sugar. Patients diagnosed with diabetes suffer from a body that cannot effectively use the insulin or cannot produce a sufficient amount of insulin. Providing a method of detection via symptoms that can be noticed by the patient can prompt the patient to seek medical assistance more promptly and in turn to be correctly ...
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关键词
Data Mining,Machine Learning,Classification,Prediction,Diabetes Artificial intelligence,Logistic regression,KNN,Decision tree,Random Forest,Naïve Bayes,SVM
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