Man pages for klarsen1/Information
Data Exploration with Information Theory (Weight-of-Evidence and Information Value)
| Aggregate | (helper function )Aggregate data for WOE/NWOE calculations |
| CheckInputs | (helper function) Check user inputs and convert factors to... |
| create_infotables | Create WOE/NWOE tables and rank variables by IV/NIV |
| Information | Data exploration with information theory (weight-of-evidence... |
| is.binary | (helper function) Calculate cross validation penalty |
| MultiPlot | (helper function) Plot mutiple WOE vectors on one page |
| NWOE | Create WOE table (helper function) |
| penalty | (helper function) Calculate cross validation penalty |
| plot_infotables | Create bar charts for WOE or NWOE vectors |
| SinglePlot | (helper function) Plot a WOE or NWOE vector |
| train | Training dataset |
| valid | Validation dataset |
| WOE | Create WOE tables from aggregated data (helper function) |
