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Two hundred fifty datasets have been randomly generated and split into training and checking datasets using the cross validation approach (http://kelley.iu.edu/IIB/ProgramsandIntitiatives/YELP/page45835.html).
For every individual model, 250 datasets have been split into training and checking datasets using the cross validation approach (http://kelley.iu.edu/IIB/ProgramsandIntitiatives/YELP/page45835.html).
Using the cross-validation algorithm, the generated datasets have been split into training and checking datasets.
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We then checked datasets and removed inaccurate geolocations.
These misreads, up to thousands of shots against each transponder, were reanalyzed through a manual procedure; therefore, human error might often be included into the checked dataset.
These additional outlier analyses use external environmental and geographical (depth) data to assess the credibility of a certain distribution record, when compared with the available distribution records within the checked dataset or within OBIS as a whole.
We recommend checking rbcL datasets for positive selection, and if selection is found, to test whether deletion of sites evolving under positive selection from further phylogenetic analyses would increase topological resolution/bootstrap support of the selected branches.
Finally, iv) we checked all datasets for rogue taxa.
We checked two datasets to identify any HLA-region genes reported to be differentially expressed in the thymus of female MG patients by [ 12, 13].
We checked our dataset to ensure that no two vectors have conflicting labels.
We constructed the "control dataset 3" to check whether the involvement of IUPs was specific for neurodegenerative diseases or it generally related to disease.
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