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In our simulation studies, we find that the proposed method often outperforms some commonly used alternatives.
We find that our method often outperforms both other methods under the three metrics shown in Table 1.
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Recent efforts have shown that combining several of the aforementioned methods often outperform all single approaches [ 6].
Other publications that compared several univariate and multivariate feature-selection methods in public cancer data sets by using 10-fold cross-validation estimates found that simple univariate feature-selection methods often outperformed more-complex multivariate approaches [ 27, 28].
Deep architectures can often capture more complicated, hierarchically launched statistical patterns of inputs for achieving to be adaptive to new areas than traditional learning methods and often outperform state of the art achieved by hand-made features [34].
The method performs very well, and often outperforms existing methods.
Third, it often outperforms SVM and RF methods.
And this method often works.
The method often works -- eventually.
It may irk some designers, but ugly often outperforms pretty.
The IDFE often outperforms the Linear WF significantly [3, 11, 12].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com