Can I read Predicting Patient No-Show Rates in Healthcare on EtoBox?

Predicting Patient No-Show Rates in Healthcare by Nishant Kumar is a document available to read on EtoBox.

What is Predicting Patient No-Show Rates in Healthcare about?

This project aims to predict no-shows for medical appointments using a dataset of 300,000 physician visits in Brazil. The document describes cleaning and exploring the data, which has variables like patient demographics, health conditions, appointment details, and no-show status. Trends in the data like higher no-show rates for weekends and younger/older patients are examined. A random forest classifier is trained on cleaned data achieving 79.8% accuracy in predicting no-shows. Key features found to influen

Author

Nishant Kumar

Language

EN