NHANES_heart_disease_prediction

Using NHANES dataset to train a model to predict heart disease, accuracy 0.865, recall 0.805

1. Collect dataset from NHANES Using mrwyattii/NHANES-Downloader by mrwyattii, link here : https://github.com/mrwyattii/NHANES-Downloader
2. Data preparation This script combine all the csv files of all years together and find the features common to every year
3. Modeling This script cleans the data, build the models and compare them
4. App & Call_model Make a GUI application based on the model built from step 3

This work is completed by mzheng-cool and TimJheng