[Re] Strategic classification made practical: reproduction
Guilly Kolkman · Jan Athmer · Alex Labro · Maksymilian Kulicki
2022 Poster
Abstract
In this work, the paper Strategic Classification Made Practical is evaluated through a reproduction study. We successfully reproduced the original results using the same dataset and hyperparameters. In addition, we conducted an additional experiment that tests the framework's performance a dataset containing both strategic and non-strategic users. The results show significant decrease in accuracy of linear models proportional to the number of non-strategic users. The non-linear RNN model achieves good performance regardless of the proportion of strategic users. The results provide insight into the limitations of the claims that the original approach is flexible and practical.
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