Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection

In three linesAn arXiv study shows that many recent unsupervised feature selection methods are outperformed by random feature selection in both performance and efficiency. Authors propose using random selection as a mandatory baseline to evaluate novel methods.

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