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