Exact(8)
While for the last part, the raw dimensions of images from both datasets were reduced to D = 50 and 100 dimensions for analytic purpose.
Datasets were reduced in HKL-2000 (Otwinowski and Minor, 1997).
Single-gene datasets were reduced to unique haplotypes using DAMBE v. 5.1.1 [ 28].
The numbers of genes the datasets were reduced to varied: four out of five were between five and twenty-four genes (a reasonable number).
Because of the large number of cows without mastitis, the datasets were reduced to sizes between 1/6 and 2/5 of the original data.
To aid computational efficiency, the subtype 1a and 1b datasets were reduced in size, resulting in two final alignments comprising 63 subtype 1a and 54 subtype 1b sequences.
Similar(52)
However, in their analysis, the number of compounds in the bioassay datasets was reduced so that there was a 1 1 ratio of Active to Inactive compounds.
Possible redundancy of both datasets was reduced by using the PISCES implementation of the Hobohm algorithm [22].
In addition, complex datasets are reduced to a set of two-dimensional "images," which inevitably results in information loss.
In order to speed up processing times, the original size of the datasets was reduced to a bounding box encompassing the Austrian border.
For genetic mapping, the markers present in each dataset were reduced so that only SNPs showing segregation in one or both of the parental lines remained.
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