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The minimization of false alarm rate caused from unknown inputs as well as the variation of control inputs is achieved in the residual evaluation stage.
For the simulated multimode wastewater treatment process, the proposed NKGMM approach outperforms the ICA and GMM methods in early detection of process faults, minimization of false alarms, and isolation of faulty variables of nonlinear and non-Gaussian multimode processes.
On the other hand, if one is concerned with the minimization of false alarms due to erroneous detection of side-lobes, a mismatched filter design must be pursued instead [26, 27].
As the Bonferroni adjustment is notably conservative, the LD adjustment provides minimization of false positives.
There are three different strategies to calculate appropriate individual cutoff levels, which minimize the amount of false positive and/or false negative hits, as proposed by Kel et al.: (1) Minimization of false negatives, (2) Minimization of false positives, (3) Minimization of a combination of both [56].
From the above data we assume that the expression of VEGF is an adjunctive argument for the minimization of false positive results.
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P values were adjusted for multiple comparisons using the BH (Benjamini-Hochberg) method [15], which provides a good balance between discovery of statistically significant differences and minimization of false-positive occurrences.
The method allows for the minimization of false-positive identification of ATP-binding targets arising from nonspecific labeling and facilitates the identification of previously unrecognized ATP-binding sites in ATP-binding proteins.
Analysis of accuracy by cutoff value indicated that ~50-55 U represent the best cutoff values for detection of RC (Fig. 2B) Since a major goal in screening tests is the minimization of false-negative rates, we identified an electromagnetic threshold, i.e., < 70 U, at which no RC was missed (Table 2).
Much of the literature studies issues related to minimization of the false discovery rate or correlation between genes; see Opgen-Rhein et al. [ 5], Nitsch et al. [ 6], Masoudi-Nejad et al. [ 7].
The paper proposes a technique aimed at the minimization of the resulting false alarms rate, that is based on the explicit modelling of communication delays and on their best-case estimation.
Related(17)
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minimization of spurious
minimization of experimental
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minimization of total
minimization of end-to-end
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