Back to Search Start Over

Improving Predictive Classification Models Using Generative Adversarial Networks in the Prediction of Suicide Attempts

Authors :
Maria E. Hernandez-Finch
Anthony A. Mangino
W. Holmes Finch
Kendall A. Smith
Source :
Measurement and Evaluation in Counseling and Development. 55:116-135
Publication Year :
2021
Publisher :
Informa UK Limited, 2021.

Abstract

A number of machine learning methods can be employed in the prediction of suicide attempts. However, many models do not predict new cases well in cases with unbalanced data. The present study impro...

Details

ISSN :
19476302 and 07481756
Volume :
55
Database :
OpenAIRE
Journal :
Measurement and Evaluation in Counseling and Development
Accession number :
edsair.doi...........45f6631fed4730bf0f1b1ef1c76fd54c
Full Text :
https://doi.org/10.1080/07481756.2021.1906156