In combination with our findings this result reveals an extremely high dimensionality of the potential biomarker space and plasticity of the transcriptome in AC and SCC subtypes.
It suggests high plasticity of gene expression patterns in NB tumors, a large number of correlations between potential biomarkers and high dimensionality of their space.
However the major problem of text categorization is the high dimensionality of the feature space.
However, the main limitation of the TF-methods is the high dimensionality of the representation.
Furthermore, the computational costs of evaluating (3) are large, due to the high dimensionality of and.
Because of the high dimensionality of the data this is more challenging.
Both this and the high dimensionality of the model make analysis difficult.
An elastic net method allows classical regression models to deal with high dimensionality of observations.
Because of the high dimensionality of systems-wide data, there is always a danger of over fitting.
Microarray experiments typically collect expression data on thousands of genes and the high dimensionality of the data impose statistical challenges.
