DiabetesPrediction

Diabetes Prediction Using Machine Learning

Objective

Techniques Used

Data Cleaning
Data Visualization
Machine Learning Modeling

Algortihms Used

Logistic Regression
Support Vector Machine
KNN
Random Forest Classifier
Naivye Bayes
Gradient Boosting

Model Evaluation Methods Used

Accuracy Score
ROC AUC Curve
Cross Validation
Confusion Matrix

Guide Lines

Packages and Tools Required:

Pandas 
Matplotlib
Seaborn
Scikit Learn
Jupyter Notebook

Package Installation

pip install numpy
pip install pandas
pip install seaborn
pip install scikit-learn
pip install matplotlib

Jupyter Notebook Installation Guide https://jupyter.org/install