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Some download datasets result from the registration of the DSSTox data collection into third party databases.
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Datasets resulting from single-omic analysis are rapidly increasing in throughput and quality, rendering multi-omic studies feasible.
DTM errors in the thinned datasets resulted from an incorrect classification of vegetation features as ground.
CAMD, through the use of aggregated datasets resulting from data pooling across stakeholders, also is engaged in the qualification of biomarkers to identify individuals with episodic memory loss that have a high likelihood for conversion to Alzheimer's dementia.
Hence, the similarity reduction methods proposed in this paper can be directly applied to the binary labeled datasets resulting from such a reduction.
The discrepancies between the different datasets resulted from the fact that different parts of the sequences were kept by IMgc (Additional file 2, Table S2).
The predictive abilities using five times 5-fold CV of datasets resulting from first stage analysis of all spatial and non-spatial models plus the mixed datasets were in general very similar within sampling strategies (Table 7).
In the future, developments in bioinformatics may also help to handle the increased datasets resulting from the use of ion mobility separation as an additional dimension in the data.
Four datasets resulted from mapping the tags against the collection of full length and partial P. fastigiatum ESTs either allowing for no mismatch or one mismatch with the P. enysii tags.
For datasets resulting from feature selection, we calculate the information density ratio (ID ratio, the factor by which the number of features is reduced) to measure loss of information.
Here we focus on the problem of identifying informative gene expression clusters in experimental datasets resulting from comparison of multiple biological classes (such as treatment and control, or different cell types).
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