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Excessive app could cause redundant performance of the device.
The five biomarkers demonstrating 100% sensitivity and specificity were compared to each other and to the synovial fluid WBC count using the Pearson correlation to evaluate for redundant performance among infected samples (Table 5).
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At first glance, these new ratings might seem redundant; the performance of investment analysts is already tracked by investors through, for example, Institutional Investor (II) ratings.
As it has been explained before, by eliminating the redundant attributes, performance of the model could be improved.
So by removing less important and redundant data, the performance of learning algorithm could be improved.
SVM-REF removes such redundant features generalizing performance and provides the ranking of each feature on all the training set.
Myth My employer can make me redundant because of my performance.
-- Kelsey" And one from June: "We've completed the migration to piggy; all multihomed websites are now load balanced and enjoy the reliability and performance of redundant web servers.
Actual data test results show that, compared with the current mainstream Cassandra redundant backup model, the performance of a data backup model based on the XOR checksum proposed and implemented in this paper has been significantly improved: the reading performance improves by an average of 10%, and the writing performance improves by an average of 30%.
However, in feature selection problem, there is a chance that the subset of discriminant feature would have very similar features, and such features become redundant in improving classification performance.
It has also disadvantages mainly in terms of performance (sometimes redundant functionality) or lack of optimized operations (particularly stresses in wireless communications where cross layer interactions/design may be useful, e.g., exploiting properties of physical channel at network or application layers).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com