Last updated
Last updated
Raw data and wrapped class objects for the TransformedOutcome method are stored as class attributes. The wrapped class objects are described in the section.
Everything else, from processed data to the transformation functions can be accessed as listed below:
The raw data for all evaluation curves can be accessed within any UpliftEval object (upev below):
where the phrase PLOTTYPE can be replaced with any of the following: qini, aqini, cgains, cuplift, balance, uplift. Because up.test_results_ and up.train_results_ are UpliftEval class objects, they can also be similarly accessed as shown above.
The theoretical maximum curves can also be extracted:
up.train_results_ can be used to plot the qini performance on the training data, as follows: up.train_results_.plot_qini().