Disease Prediction With Machine Learning | Naïve Bayes Algorithm | Python Django Project Demo

The system predicts diseases based on symptoms entered by the patient—such as itching, skin rash, stomach pain, fever, cough, and more—by using probability-based classification techniques.

🔍 Project Highlights

✔ Naïve Bayes Classifier for disease prediction

✔ Laplace Smoothing for handling unseen symptom combinations

✔ Django Backend + Bootstrap Frontend

✔ SQLite Database for patient data, symptoms & disease dataset

✔ Modular System Design: User panel, Doctor panel & Admin panel

✔ Accuracy Achieved: 79%

Precision: 0.78

Recall: 0.70

F1 Score: 0.74

Видео Disease Prediction With Machine Learning | Naïve Bayes Algorithm | Python Django Project Demo канала Ashish Poudel 🇳🇵