Analysis and Prediction of Factors Influencing the Mental Health of IT Professionals Using Machine Learning Methods

Authors

  • Varsha Naik, Ahbaz Memon, Snehalraj Chugh, Yashada Nikam, Tanaya Patole, Debajyoti Mukhopadhyay Author

Keywords:

Mental Health; Linear Regression (LR); K Nearest Neighbor (KNN); Decision Tree (DT); Random Forest (RF); Support Vector Machine (SVM); Logistic Regression (LogR).

Abstract

Open Sourcing Mental Illness (OSMI), conducts surveys and discussions with IT companies to raise awareness about mental illnesses, ascertaining that 51% of IT employees face mental health difficulties. As part of our research, we applied a variety of machine learning techniques and approaches to the OSMI 2016 dataset.

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Published

2023-12-13

Issue

Vol. 27 No. 4 (2023)

Section

Articles