HeartDiseaseCalc

Sample application with R to perform Exploratory Data Analysis on Heart Failure Dataset. Because I study in Poland, some texts in app had to be in polish.

Data

Data comes from Kaggle "Heart Failure Prediction"

Steps done

Data Cleaning

Perform EDA

Make simple Random Forest model to predict Heart Failure

Create simple shiny app to show the results

Also I used DALEX library for model explanation

Results

The results can be seen here: https://rafalnojek.shinyapps.io/heartfailureapp/