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Are screening methods useful in feature selection? An empirical study

Fig 4

Performance plots of methods with and without feature screening.

Left: for each screening method are shown the maximum R² value across all learners. Right: R² of the screening methods with the best learner for each dataset.

doi: https://doi.org/10.1371/journal.pone.0220842.g004