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Bootstrapping of 100 datasets was implemented.
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Contrastive evaluations in benchmarking datasets are implemented with several state-of-the-art CNN-based crowd counting approaches.
DNA-methylation datasets of 13 different cell types or tissues were used: 5 datasets were implemented as a training-set for identification of the Epigenetic-Aging-Signature and 8 datasets were reserved for subsequent validation (table 1).
A phylogeny of the concatenated dataset was implemented in MrBayes.
Due to small eigenvector dimension in simulation dataset, only horizontal grouping experiment was implemented.
Finally, for direct performance comparison on the same datasets, the Oncotype DX algorithm [ 20] was implemented in R and applied to both training and test datasets.
If BitTorrent technology was implemented for these datasets then the data supplier would benefit from decreased bandwidth use, while researchers downloading the data, especially those not on the same continent as the data supplier, enjoy faster transfer times.
To better understand the strategy behind this approach, it was implemented on a dataset from the literature.
Multiple imputation was implemented with m imputed datasets under the MAR assumption.
The study was implemented utilising an anonymised dataset from the General Practice Research Database.
Leave one out cross validation (LOOCV) was implemented, whereby, for a dataset with n samples, n experiments are performed.
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