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The company with the less popular method may end up being more accurate.
Similarly, chemical reduction method may end up with the adsorption of some toxic chemical species on the surface even though gold nanoparticles are considered biocompatible which needs an additional step of removal of these toxic species.
Finally, we consider for some of the false negative concepts discovered by our method may end up being positive propositions.
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With this rule, different methods may end up selecting different sets of 73 spectra.
A consequence of the filtering methods is that we may end up with selecting groups of highly correlated features/genes, which present redundant information to the learning classifier to ultimately worsen its performance.
One of the consequences of the filtering methods is that we may end up with many highly correlated features; yet, any highly redundant information will worsen the classification and prediction performance.
One of the consequences of filtering methods is that we may end up with many highly correlated features/genes; this highly redundant information will worsen classification and prediction performance.
Depending on your preferred method of lemon squeezing, you may end up with pithy juice with seeds or fibers.
That means you may end up testing all of these methods before too long.
Things may end up worse.
Now that distinction may end.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com