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Table 7 Best results after parameter tuning for arousal and valence tasks with according settings (feature set, feature selection method, and percentage of features).
For the same percentage of features (0.1%), the best recognition rate obtained is 94.9% using CA as classifier and our feature reduction algorithm while PCA led to an accuracy of 90.4% for the same reduction rate.
For weeks 2 to 10, the percentage of features that have been added to (new), removed from (obsolete), or remained (unchanged) in the feature set is plotted, relative to the previous week.
We next applied the mass defect filter to all features detected in plasma (2227 in positive mode, 1742 in negative mode) to determine the percentage of features in the complete dataset with mass defects corresponding to salt clusters.
This method of identifying markers can be expensive given the low percentage of features that qualify as viable markers.
For method 4 we used the percentage of features in the test feature group with targets fully met.
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The last column reports the percentage of feature missing values.
We first examined the percentage of feature peaks within DNase hypersensitive sites (DHSs) in human embryonic stem cell (H1hesc) line.
Figure 2 depicts the mean percentage of feature, place and control searches in the test session for all four ape species.
The last column of Table 1 reports the percentage of feature missing values, i.e., for each feature F k, the last column in Table 1 lists the proportion of genes g i 's such that F k i = Ø.
We found no significant difference between groups with respect to the percentage of feature and place choices (Mann–Whitney U tests: feature: N = 11, U = 9.500, P = 0.340; place: N = 11, U = 9.500, P = 0.340).
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amount of features
size of features
proportions of features
percentage of film
percentage of assets
percentage of troops
percentage of customers
percentage of crops
incidence of features
majority of features
contribution of features
representation of features
fraction of features
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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