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We used three datasets for the development of noncoding RNA predictions- (i) main dataset, (ii) independent dataset and (iii) CONC datasets.
In the meantime, we rephrased the Discussion accordingly ("Finally, accurate prediction of NESs has been difficult are the training/testing datasets for the development of our next generation NES predictors).
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Firstly, we have used aaRSs as positive dataset and non-aaRSs as negative dataset for the development of the tools for prediction of aaRSs.
However, the UCI model performed worse than the rule-based model in predicting HCTLS data, likely because of the very small and non-representative training dataset for the development of the UCI model.
The recent advances in genomic technologies and the availability of large-scale microarray datasets call for the development of advanced data analysis techniques, such as data mining and statistical analysis to cite a few.
Results obtained are considered to serve as fundamental datasets for the practical development of MFC technologies for WWT.
We apply the proposed methods to a dataset collected for the development of models for ovarian tumor diagnosis.
We demonstrate these concepts on a multicenter dataset collected for the development and validation of a prediction model for preoperative ovarian and tubal tumor diagnosis.
While the dataset used for the development of this model is limited to infants with a birth weight of 900 1,500 g, we are currently investigating the model in an ongoing study of infants <900 g.
In the RACPC clinical case study, three datasets are utilised for the development of machine learning prognostic models for Raigmore Hospital's RACPC clinicians.
Closely related to this conference, a side-topic has now risen, namely the analysis of mobile phone datasets for the purpose of development.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com