Applications of Random Forest:

  • Financial Modeling: Predicting stock prices, credit risk, and customer churn.
  • Healthcare: Disease diagnosis, patient risk assessment, and drug discovery.
  • Marketing: Customer segmentation, churn prediction, and recommendation systems.
  • Image and Speech Recognition: Object recognition, facial recognition, and speech-to-text.