Anxiety Prediction during Stressful Scenarios using Machine Learning

Depression, anxiety and stress are terms that should not be taken lightly. These 3 things can ruin a person’s life at his/her core and has a lifelong, drastic effect on them. People even commit suicide because of mental problems and overcoming the mental illness is not a piece of cake, it takes so much time and patience to heal up. Detection of the mental state gives us a clear idea of how people are feeling and then according to the proper psychiatric therapy can be provided at the proper time to avoid something bad happening to any person’s life. The treatment can be taken and worked on what people reply to the questions asked related to their mental problems.Anxiety in employees is very common around the globe, it serves as a resistance for them from achieving their goals and giving a hundred percent to increase productivity. The main cure for this is therapists and psychologists but the main issue faced by the people is to go to them and get treated. Many people don’t even know if they are going through anxiety which may be helped if the model created by the authors comes into play and solve the issue by telling them about what they are going through. Our projects predict based on the answers given by people about their mental health and based on that ML model predicts the category of anxiety a person has.