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Using the sorted feature list, redundant features are eliminated one by one in a descending order.
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We first introduce a new method of biometric matching using the sorted index numbers (SINs) of feature vectors.
Layer ordering technique allows to select most reliable symbols at a high layer using the sorted QR (SQR) decomposition [44].
4. Using the sorted list, merge the clusters following the order proposed by the list.
For each structure element, its predecessor is pre-computed using the sorted list of structure elements.
Next, the mean correlation coefficient of the sorted feature set can be computed based on the Pearson's correlation analysis.
Based on the sorted feature in mRMR feature list, the 270 feature subsets were constructed according to Eq. (14).
To combat bursty erasures, we can use the Sorted DFT (SDFTf) [1, 59, 116, 117] instead of the conventional DFT.
After the representation of the peptides, we obtain the sorted features in MaxRel feature list and mRMR feature list for the hydroxyproline dataset and hydroxylysine dataset (see Table S3 and Table S4) by applying the mRMR procedure.
Then, based on the order of the sorted features, we obtained 646 feature sets.
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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