## Words similar to dimensionality

# Example sentences for: dimensionality

How can you use “dimensionality” in a sentence? Here are some example sentences to help you improve your vocabulary:

The first n vectors that cumulatively account for greater than 90% of the dataset's variation are sometimes used to describe the dataset and reduce its dimensionality.

The dimensionality reduction by principal factor extraction has visualization purposes only.

Similarly, the distribution of D values for the comparison of the proteomic thrA and thrB sequences is also represented in Figure 4, alongside with the null model, Eq. 11, for its dimensionality ( n = log 2 ( uu = 20 possible aminoacids) = 4.32 ), which is graphically nearly undistiguishable from that of the comparison between the stanzas, with n = log 2 ( uu = 19 possible letters) = 4.25 (dotted gray line for the rounded value, n = 4.3).

It is useful to evaluate how much of the dimensionality of the gene expression variation is captured by the clusters derived from gene shaving.

It should be recalled that the particular dimensionality of DNA sequences, n = 2, allows a very convenient unidirectional bi-dimensional representation, which is in fact the Chaos Game Representation procedure (CGR) [ 5 ] . Consequently, CGR is a particular case of USM, obtained when n = 2 and only the forward coordinates are determined.