Figure - PMC

Skip to main content

An official website of the United States government

Here's how you know

Here's how you know

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

View full-text article in PMC

. 2023 Jul 28;5:1193467. doi: 10.3389/fdgth.2023.1193467

Search in PMC
Search in PubMed
View in NLM Catalog
Add to search

© 2023 Datta, George Dalmida, Martinez, Newman, Hashemi, Khoshgoftaar, Shorten, Sareli and Eckardt.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

PMC Copyright notice

Confusion matrices & AUC curve of the model. (A) depicts the model's F1-score (weighted) as 84%. (B) depicts that the model accurately classifies “916” instances and misclassifies “159” instances of test data. “Survival” and “mortality”, classifies respectively as “0” or “1”. (C) indicates an ROC curve created by comparing TPR and FPR. The Area Under the Receiver Operating System (ROC) Curve (AUC) for the RF classifier on the testing dataset is about 0.76, which is better than a no-skill classifier with a score of 0.50.