R2-GenOpt*
Context
- R2-GenOpt* is one of the Automatic Discretization (opens in a new tab) algorithms for Continuous variables in Step 4 — Discretization and Aggregation (opens in a new tab) of the Data Import Wizard (opens in a new tab).
- R2-GenOpt* is a modified version of R2-GenOpt and uses a specific MDL score to choose the number of bins.
Algorithm Details & Recommendations
With 100 observations, even though we selected 8 bins, only 3 were created for the variable 8- Wrist girth.
With 1,500 observations, even though we selected 10 bins, only 5 have been created for AGN, and 6 for ALL.