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There were two datasets employed in our study.
Table 1 Summary of datasets employed in this study Dataset Num.
Through the experiment, we found that block sizes should depend upon the input datasets employed.
Moreover, the datasets employed in the experiments correspond to public competitions and therefore are freely accessible.
Another limitation of this study is the type and size of datasets employed in experiments.
This includes datasets employed, data preparation, training and test strategies, and measures to evaluate performance.
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Zhou et al. [49] describe how a Deep Learning algorithm can be used for incremental feature learning on very large datasets, employing denoising autoencoders [50].
Teschendorff et al. [ 20] created a consensus ER positive classifier from three breast cancer datasets employing a meta-analysis strategy.
Third, only the datasets employing relatively recent Affymetrix platforms were considered, that is, excluding cDNA platforms or older Affymetrix platforms such as Human Genome U95.
The number of peaks found in any of the datasets employing only statistical control methods, i.e. without use of background control measurements such as IgG or input, was large with almost 10,000 peaks specific to the SISSRs peak-finder.
Finally, the original research paper by P. Cremaschi et al., "An Association Rule Mining Approach to Discover lncRNAs Expression Patterns in Cancer Datasets," employs a bioinformatic approach (ARM (Association Rule Mining) methodology) for the meta-analysis of gene expression data.
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CEO of Professional Science Editing for Scientists @ prosciediting.com