MHealth

This App is meant to help any person determine the chances of their mentally ill friend having received psychological treatment.

Just ask three basic questions to your friend & enter their response

• Is there any family history of your illness?
• If you have a mental health issue, does this interfere with your work?
• Do you know the options for mental health care your employer provides?

Trained the mental health in tech survey data from Kaggle (https://www.kaggle.com/osmi/mental-health-in-tech-survey/home) using Random Forest Model. Shortlisted the three most important questions which explained maximum variability from the VarImp function.

readRDS(file="mentlhealth.rds")

Random Forest 

730 samples
  4 predictor
  2 classes: 'No', 'Yes' 

No pre-processing
Resampling: Bootstrapped (25 reps) 
Summary of sample sizes: 730, 730, 730, 730, 730, 730, ... 
Resampling results across tuning parameters:

  mtry  Accuracy   Kappa    
  2     0.7803235  0.4804951
  4     0.7657830  0.4621542
  7     0.6959619  0.3364703

Accuracy was used to select the optimal model using the largest value.
The final value used for the model was mtry = 2.

• Psychologist Associations
• Workplace Employers
• College Counsellors