JingweiToo / Wrapper-Feature-Selection-Toolbox

This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.
BSD 3-Clause "New" or "Revised" License
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About the issue of "data leakage" #11

Open Mapengfeixx opened 11 months ago

Mapengfeixx commented 11 months ago

Thank you very much for your code, which has given me a deeper understanding of heuristic algorithms. I have a question about your code. 1.Although you have divided the training set and the testing set, using heuristic algorithms for feature filtering using test data will not cause target data leakage,I don't quite understand this point, please clarify it.