Binning Explorer
Bin data and export into acreditscorecard
object
Description
TheBinning Explorerapp enables you to manage binning categories for acreditscorecard
object. Usescreenpredictors
to pare down a potentially large set of predictors to a subset that is most predictive of the credit score card response variable. You can then use this subset of predictors when creating a MATLAB®table of data. After creating a table of data in your MATLAB workspace, or after usingcreditscorecard
to create acreditscorecard
object, use theBinning Explorerto:
Select an automatic binning algorithm with an option to bin missing data. (For more information on algorithms for automatic binning, see
autobinning
.)Shift bin boundaries.
Split bins.
Merge bins.
Save and export a
creditscorecard
object.
Open the Binning Explorer App
MATLAB toolstrip: On theAppstab, underComputational Finance, click the app icon.
MATLAB command prompt:
Enter
binningExplorer
to open theBinning Explorer应用程序。Enter
binningExplorer(data)
orbinningExplorer(data,Name,Value)
to open a table in theBinning Explorerapp by specifying a table (data
)作为输入。Enter
binningExplorer(sc)
to open acreditscorecard
object in theBinning Explorerapp by specifying acreditscorecard
object (sc
)作为输入。
To access Help for the App, click the Help icon on the toolbar.