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"dataset preparation" is a grammatically correct and commonly used phrase in written English.
It refers to the process of collecting, organizing, and formatting data for use in analysis or a particular project. Example: Before conducting the statistical analysis, proper dataset preparation is necessary to ensure the accuracy and reliability of the results.
Exact(23)
Dataset preparation During this comparison, we prepared two datasets for wwPDB CCD: CCD_gen and CCD_exp.
The adoption of these dataset preparation steps argues for a strong construct validity in our study.
We also discuss dataset preparation steps conducted to mitigate shortcomings from previous studies (Section 3.4).
BZ carried out the GIS dataset preparation, and helped to draft the manuscript.
The Methods section begins with a description of the dataset preparation in Section 1 titled "Selection and Preparation of Datasets…".
We can utilize this new tool to identify and highlight chemotype-specific behaviour, e.g. in dataset preparation.
Similar(37)
Datasets preparation In this case study, we used four datasets, which are described in Table 1.
SAM carried out the accumulation of datasets, preparation of the predictors, data analysis and drafted the manuscript.
These operations intend to simplify data to be processed by DM's algorithms, constructing the final dataset (data preparation).
In this module, DBN stacked by a number of RBMs is built and then trained by training dataset from data preparation module to obtain the model parameters.
A FASTA file containing all in silico-derived SNPs was used for BLAST analysis (v2.2.27) against a FASTA file containing all G. hirsutum markers from the Ashrafi et al. (in preparation) dataset.
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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