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The highest quality dataset was for colony 562 (88.95 % of clean reads) and the lowest for colony 586 (87.74 %).
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In the experiment, we adopted multivariate time series, Australian Sign Language signs (High Quality) dataset provided by UCI public databases.
Thus with varied sources of data, especially when the exact details of the solubility methodology are not specified, assembling a high quality dataset for solubility prediction can be difficult.
Recognising the difficulties in measuring solubility coupled with its vital importance to drug design, its authors reported the solubility of 100 drug-like molecules, with a high quality dataset and consistently using the CheqSol method [6].
A complete, high quality dataset to 2.3 Å resolution was collected.
Using their high quality dataset, Batada et al (2007) argued against the model of organized modularity in the protein interaction network [6], [7] that was proposed earlier [15].
Additionally, the CiPCA database has been shown to be a high quality dataset [ 20].
The "high quality" dataset contains 24 and 94 examples of this type of cluster, respectively.
In order to obtain a reliable and high quality dataset, the following criteria are further performed.
This step insures that the results obtained on the high quality dataset are not sensitive to missing interactions and robust to potential false positive ones.
It has been validated by several studies as a high quality dataset which accurately reflects a range of diagnoses [ 19, 20].
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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