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Exact(6)
In each cycle, the samples in the testing set are included into the current training set.
Parameter (eta ) is a weighting factor accounting for the significance of the current training set compared to the former one.
These two suggested by the reviewer are structurally distinct from any of the actives in our current training set.
Thus, the number of SNPs (p) was much larger than the number of observations (n), which might be a second limitation of the current training set.
A ranking of the features was first obtained by applying F on the reduced internal training set (obtained by leaving aside one fold from the current training set).
This could be due to the molecules used in the current training set being mostly bile salts and having active and inactive compounds with similar features.
Similar(54)
Genes in the other 'unknown' partition were classified using the model obtained with the current training sets.
Furthermore, as new data are added to the current training data sets, the performance of the proposed method should dramatically increase.
The current negative seed training set contains 400 known non-ApicoTPs extracted from ApiLoc.
In each iteration, it runs the generating method, obtaining the best fuzzy rule according to the current state of the training set, considers the relative covering value this rule provokes over it, and removes from it the examples with a covering value greater than (varepsilon).
The latter compares morphological result and classification result to evaluate the quality of the current classifier, then select new training set from that comparison and update the DTD.
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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