What is this site?
This is a website where you can check whether you are in an early stage diabetes or no
Using IBM Auto AI
Using IBM Auto AI we can easily detect if we got early stage diabetes or no, thus make us more concern about our health and safety
Open Source
You can use and remake this website freely
Easy to use
You can just select some of the symptomps that led to diabetes and you can check if you're in early stage or no
Diabetes is a serious disease
Over time, it can restrict blood flow and increase the risk of atherosclerosis, or hardening of the blood vessels. According to the National Institute of Diabetes and Digestive and Kidney Diseases, diabetes doubles your risk of heart disease and stroke.
Prediabetes doesn't usually have any signs or symptoms.
One possible sign of prediabetes is darkened skin on certain parts of the body. Affected areas can include the neck, armpits, elbows, knees and knuckles.
Using machine learning to predict
We are using machine learning to predict early stage diabetes
Open Source and modifiable
You can modify the source easily
Detail of Our Machine Learning
ExtraTreesClassifier
We are using algorithm called ExtraTreesClassifier which has been selected automatically by IBM Auto AI as the best algorithm for our kind of data
Model Accuracy
Using ExtraTreesClassifier algorithm we are getting 0.923 accuracy of testing the data
Check if you got early stage diabetes or no
By checking if you got early stage diabetes or no, you can better prepare to change your lifestyle to prevent more damage to your body