Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques

Medicine & Life Sciences

• Machine Learning 100%
• Diabetes Mellitus 70%
• Forests 70%
• Electronic Health Records 60%
• Computer Neural Networks 38%
• Support Vector Machine 36%
• Bangladesh 35%
• Developing Countries 26%
• Tertiary Care Centers 25%
• Logistic Models 19%

Engineering & Materials Science

• Medical problems 97%
• Machine learning 64%
• Random forests 46%
• Screening 41%
• Learning algorithms 36%
• Health 32%
• Logistic regression 24%
• Developing countries 23%
• Support vector machines 17%
• Neural networks 13%