Heart-Failure-Prediction

Problem: In this Machine Learning Task, I have to predict whether a person has heart disease or not based on his/her various medical features. It is a classification task.
The dataset is taken from Kaggle. Link: https://www.kaggle.com/fedesoriano/heart-failure-prediction
Action: Imported, Cleaned, Analyzed the dataset followed by using Logistic Regression, KNN and SVM to train the model.
Results: Achieved an average F1 Score of 93%.