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Steps were taken to minimise error rates attributable to PCR contamination and clonal analysis, as detailed in the Supplementary information online.
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We then performed a 10-fold cross-validation calculation to prune the full tree in order to minimise the error rate when generalised to unseen observations, and converted it into a classification mosaic chart.
This paper addresses the problem of developing a least mean squares (LMS) style decision feedback equaliser algorithm for minimising bit error rate (BER) in impulsive noise environments characterised by the α-stable distribution.
Minimising the error rate produces a cutpoint of 44.8 while both prevalence matching and the minimax method indicate a cutpoint of 48.9.
For the MCS, the Youden Index and the (0,1) methods gave cutpoints of 51.7 and 52.1 respectively, minimising the error rate gave a cutpoint of 44.8 and both the minimax method and prevalence matching gave a cutpoint of 48.9.
For the minimising the error rate and prevalence matching methods the optimal cutpoint varies greatly with population prevalence, while the Youden index and (0,1) methods are relatively independent of population prevalence.
Using the sample prevalence of 25.3% (according to the GHQ-12) to weight the sum of the sensitivity and specificity (thereby minimising the error rate) the corresponding cutpoint is 60.
This will promote participant completion rates and minimise error due to fatigue.
Section 6 presents a boosting-based approach to minimise the word error rate originally introduced in [3].
The algorithm must be able to reduce error accumulation by adapting the frame rate to minimise error.
This would allow us to detect the error rate across a patient's fields and also minimise individual patient factors in explaining error rates in different fields.
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