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Exact(11)
Comparing the sets of methods, we observe that the second-order IFCP method resolve the waves more sharply, even though the first-order method is quite competitive.
From the results of existing methods, we observe that there is miss detection of noisy pixels as noise-free and vice versa.
Comparing the four methods, we observe that under all measurement availability scenarios, the proposed SS-MC scheme typically achieves the lowest reconstruction error and exhibits the most stable performance.
Even if there is no significant difference between those methods we observe that: (i) DWT-based methods offer better results than MultiWind and (ii) the mean error is the smallest for method based on WPT decomposition of sEMG signal; iv.
In addition, when we compare the features selected by QER and CHI2 methods, we observe that 5.7% of selected features are the same, and for QER and DFD methods, there are 6.9% of the features that are common, and for QER and OCFS methods, there are 7% of the features that are common.
However, for DFD and CHI2 methods, we observe that 49.8% of the selected features are the same, and for DFD and OCFS methods, there are 76.7% of the features that are common, and for CHI2 and OCFS methods, there are 34% of the features that are common.
Similar(49)
The same relative performances of different sample selection methods we observed in the first set of experiments were maintained when the experiment was extended to a simulation of an entire adaptive trial.
When exploring a consensus of the docking methods we observed a correlation of 57%.
Using immunocytochemical methods, we observed that lipid rafts and EBP were colocalized in human dermal fibroblasts (Fig. 1).
Using optical methods, we observed intense immunostaining in the cerebellum surrounding Purkinje cell bodies and in basket cells.
However, within the groups of nonlinearities we tried on our data (see Methods), we observed only slight or no improvements in prediction accuracy.
Related(18)
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com