Prediction of Stress Level on Indian Working Professionals Using Machine Learning

Stress levels amongst the Indian employees have increased due to a variety of factors and are matter great concern for organizations. This study is based on working professionals real data has been collected by using non-probability convenience sampling. A questionnaire was drafted eighteen affecting mental health professionals. addresses two dimensions, first identify important influential features that trigger stress in lives professionals, second predict levels. Various supervised machine learning algorithms experimented with all these algorithms, Support Vector Machine Regressor model showed best performance. The main contribution paper lies identification ranking ten triggering features, can guide organizations develop policies take care their employees. other deliverable development GUI-based prediction software techniques.