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No single cross-validation run provided for reliable selection of the best model on those datasets.
The review of this data builds on the evaluations in the literature and focusses on those datasets obtained most recently.
Then, a series of treatments must be processed on those datasets to make them ready to be used in classical data mining tools.
The datasets used throughout the present paper are part of the Hypocenter Catalog compiled by the Japan Meteorological Agency (JMA 2017), and the legitimacy for the results of our analyses performed on those datasets is given in Discussion section.
Testing the applicability of Spoerri's Authority Effect to virtual screening requires test datasets containing molecules of known (in activity in one or more bioassays, and a range of different measures that can be used to carry out similarity searches on those datasets.
Aiming to address different altered biological pathways and gene/protein interactions in T2D, we focused on those datasets which could be more related to the problems associated with this disease.
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As noted above, QMC(Exp+TSQ) failed to run on some datasets, so we again only report results for those datasets on which all reported methods were able to run.
This consists in randomly perturbing the dataset many times, running LASSO on those perturbed datasets and combining the successive regressions to obtain importance scores for each feature, based on the frequency with which they are selected in the successive LASSO runs.
Therefore, LOOCV was used to assess the accuracy of the classifier on those 2 datasets.
Both THR and RUS correction technologies help SVM-OAA classifier promote classification performance on those sensitive datasets.
For this study we selected those datasets performed on the platform "Affymetrix Human Genome U133 Plus 2.0 Array" and related to cancer tissues.
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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