Ranks & Plots Analyzer
This software attempts to automate most of the tedious part of
predictive model building through the ranks & plots approach. Here
are some of the hilights -
- Works for logistic and OLS models
- GUI based selection of minimum/maximum cutoff
- GUI based and assisted missing value imputation
- Supports transformation of variables - power and log
- Automatic recommendation for transformation of variables
- Automatic binning of variables based on emulation of
proc
ranks - user can instantaneously switch between 10 to 120 bins
- Updates regression line for the current variable in real time
based on all parameters - including transformation, missing value,
min/max fix, number of bins
- Exports transformations to SAS code and .csv file
A more detailed review of the software can be found here.