GitHub - sabinmhx/diabetes-prediction: Diabetes Prediction System using Machine Learning Algorithms.

sabinmhx / diabetes-prediction Public

Notifications You must be signed in to change notification settings
Fork 0
Star 2

Diabetes Prediction System using Machine Learning Algorithms.

2 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
Diabetes Prediction with ML.pdf		Diabetes Prediction with ML.pdf
DiabetesPrediction.ipynb		DiabetesPrediction.ipynb
README.md		README.md
diabetes.csv		diabetes.csv
results.png		results.png

Repository files navigation

Diabetes Prediction using ML Algorithms

These are the algorithms used:

Support Vector Machine (SVM)
K-Nearest Neighbor (KNN)
Logistic Regression
Random Forest
Naive Bayes
Gradient Boosting

Highest accuracy achieved: 84.375%
Highest ROC achieved: 80.12%
By using Algorithm: Random Forest.

Results

About

Diabetes Prediction System using Machine Learning Algorithms.

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%