Your English writing platform
Discover LudwigExact(2)
Initially the pick threshold is set to the maximum peak height and is then reduced geometrically by a factor of 2 at the conclusion of each iteration.
The analysis algorithm is terminated when the pick threshold reaches a minimum value specified as a multiple of signal-to-noise.
Similar(58)
Project configuration: Specification of contour thresholds that determine the termination condition of the algorithm, i.e. the peak picking threshold below which it will "stop" looking for new signals in the residual.
Pick threshold for z filtering ; threshold for filtering.
We expected different thresholds to yield different behaviours with respect to energy efficiency, which would allow us to pick thresholds with a balanced behaviour, i.e. which would save a significant amount of energy without sacrificing too much computational performance.
In the original study, the authors suggest to pick a threshold between 34 and 61 for mycobacteria and 27 and 53 for corynebacteria.
Permutation procedures and data dependent schemes (e.g. based on the false discovery rate) may inform the user on how to pick a threshold for a particular application.
This is the case in the solid curve in Fig. 5. Finally, the dotted curve shows the case where the threshold is picked too low, causing expensive full-set transmission to occur when IBFs would have been more useful.
The F-measure results (shown in Figure 5) for the methods described in Section 2.3 are lower than those given elsewhere in the literature, but this was expected as real-time performance is significantly more challenging at the peak-picking and thresholding stages.
The theory might also be useful in helping to pick optimal threshold values, for example with respect to detection power, as mentioned above.
Pick any threshold.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com