Healthcare

Machine Learning - Predicting India's Diabetic Patients

Model Accuracy: 89%

Tags: #Diabetes #Classification #Prediction #Health #India #DataVisualisation

Background

In India, around 77 million of their people are diabetic which makes them the second largest country with diabetic patients in total after China. According to the International Diabetes Federation, the number is projected to grow to 134 million by 2045.

Solution

Analytico Asia used a dataset from the National Institute of Diabetes and Digestive and Kidney Diseases. The objective of the dataset is to diagnostically predict the diabetic outcome for each patient in India. The data used for building our predictive model include the Body Mass Index (BMI), Insulin, Age, Glucose Level, Skin Thickness, and Blood Pressure.

Video Demo