Early Stage Diabetes Risk Checker

You can check if you got early stage diabetes here

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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

Data

We are getting the data of patient diagnosed with diabetes from kaggle

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

Age

Gender

Polyuria

Polydipsia

Sudden weight loss

Weakness

Polyphagia

Genital thrush

Visual blurring

Itching

Irritability

Delayed healing

Partial paresis

Muscle stiffness

Alopecia

Obesity

Frequently Asked Questions