R Interface Documentation

The IAI R Interface provides access to the IAI modules in R. This documentation includes:

• installation information for the iai R package
• R versions of the quick start guides showing the IAI modules in action:
  • Optimal Trees:
    • Optimal Classification Trees
    • Optimal Regression Trees
    • Optimal Survival Trees
    • Optimal Prescription Trees
    • Optimal Policy Trees with Categorical Treatment
    • Optimal Policy Trees with Numeric Treatment
    • Optimal Policy Trees with Survival Outcome
    • Multi-task Optimal Classification Trees
    • Multi-task Optimal Regression Trees
  • Optimal Imputation
  • Optimal Feature Selection:
    • Optimal Feature Selection for Classification
    • Optimal Feature Selection for Regression
  • Heuristics:
    • Heuristic Classifiers
    • Heuristic Regressors
    • Heuristic Survival Learners
• a primer on the main differences between R and Julia when using the IAI modules
• a data preparation guide detailing how to format your dataset in R to work with IAI modules
• the R Interface API reference