Sentence examples for dimensions of the data set from inspiring English sources

Thus, a search that examines all H hashtags is much preferable, from a cost perspective, to one that must examine all d dimensions of the data set.

PCA was used to reduce the number of dimensions of the data set.

PCA reduces the dimension of the data set, from the initial 512 spectral bands to just 3-5 uncomponents components.

We define the dimension of the data set to be equal to the number of principal components.

Mean is measured along the dimensions; hence the total number of mean results is equal to the number of dimensions (m) in the data set.

Firstly, the mean is computed along the dimensions of the vectors of the data set.

Principal Component Analysis (PCA) abridges the task of identifying sources of relative variability in a high dimensional data set by reducing the dimensions, and therefore the complexity, of the data set.

The problem is, of course, that adding these two additional dimensions will greatly increase the size of the data set.

We show the applicability of graphical models on ICF data for different tasks: Visualization of the dependence structure of the data set, dimension reduction and comparison of subpopulations.

To facilitate concerted analysis of multiple data sets, all of the 2D spectra were appended together to form a pseudo 3D matrix where one of the matrix dimensions is a pseudodimension that encodes the index of the data set.

The PRINCOMP procedure was applied to a data set of 156 samples and 30 variables to reduce the dimensionality of the data set and to describe the variability of data in two dimensions.