Machine Learning project - Classification
- This project aims at classifying whether a patient has heart disease or not
- The problem statement is taken from an online tutorial and data source is mentioned the notebook
- The data file can be accessed from
data/heart-disease.csv
- Run the command:
conda env create --prefix ./env -f environment.yml
to download all the dependencies for the project and create the workspace environment and then runjupyter notebook
to open the notebook in your browser. - Libraries and Models used:
- numpy
- matplotlib
- pandas
- scikit-learn
- seaborn
- LogisticRegression
- KNN
- RandomForestClassifier
- RandomizedSearchCV
- GridSearchCV