Rich Pauloo, PhD richpauloo

## README.md

      
        
          
            
              
              2 files
            
          
          
            
              
              2 forks
            
          
          
            
              
              2 comments
            
          
          
            
              
              5 stars
            
          
        
        
          
              
          
          
            
                richpauloo
                / README.md
            
            
              Last active
              December 24, 2019 01:43
            
              
                Cumulative Variable Importance for Random Forest Models
              
          
        
      
        
  
      
    Cumulative Variable Importance for Random Forest (RF) 🌲🌳 Models

Motivation

What does an interpretable RF visualization look like? Out-of-the-box 📦 RF implementations in R and Python compute variable importance over all trees, but how do we get there?
In other words, what would a cumulative variable importance for a RF look like?
Approach