Tip

Probably the most powerful classifier we have right now

  • Creates N different decision trees, each trained on a subset of the data to avoid overfitting
  • Each decision tree votes
  • If a decision tree is overfit or has locked on to a weird correlation, it gets outvoted

Not great for super high-dimensional data