BinningSettings: IBinningSettingsInt;
BinningSettings: Prognoz.Platform.Interop.Stat.IBinningSettingsInt;
The BinningSettings property returns parameters of the Binning procedure.
Binning is a procedure of data preparation for data mining methods working with categorical data.
The method idea is that input array of numerical data is split into specified number of ranges according to the specified splitting rules. Obtained ranges are further used in data mining analysis as single categories.
If gradient boosting or Random Forest decision tree ensemble is calculated, use the IBinningSettingsInt.DoubleValue property to set input data array, and the IBinningSettingsInt.IntegerValue property to get results of the Binning procedure execution.
The property use is given in the example for ISmGradientBoostedTree.ClassificationSummary.
See also: