Heart Failure Prediction Model
Applied machine learning techniques including classification, clustering, regression, feature engineering; to create prediction model for to be able to predict a death event by training the model with heart failure dataset shown below.
Date: Fall 2020
Institution: Duke University
Skills: Machine Learning, Python, Anaconda
Methods:
Logistic Regression:
Confusion Matrix:
Ridge Classifier:
Feature Ranking:
Shapiro Method:
Pearson Ranking:
