Human Disease Prediction using Ensemble Learning

• Tech Stack: Python, Sklearn, Machine Learning Algorithms (Decision Tree, Random Forest, Naive Bayes, K-Nearest Neighbours), Tableau

This Tool runs some of the most powerful machine learning algorithms and aggregates their result to provide an optimum disease prediction of a person having some set of symptoms.

The users can navigate through the very intuitive website that we’ve built to select the symptoms they feel they might be vulnerable to, the Application then runs their specific numbers through the four algorithms, to produce the optimal disease prediction.

This tool essentially helps patients & a number of other kind of users, to verify or predict various life-threatening diseases in their earlier stages, so that the right measures can be taken by the patient in the correct time, thus helping the one’s at risk stay risk-free at their homes especially in this Pandemic.