ML-Project-1

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 run jupyter notebook to open the notebook in your browser.
• Libraries and Models used:
  • numpy
  • matplotlib
  • pandas
  • scikit-learn
  • seaborn
  • LogisticRegression
  • KNN
  • RandomForestClassifier
  • RandomizedSearchCV
  • GridSearchCV