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 distribution of the resulting D values is represented in figure 4(solid black line), alongside with the null model for that dimensionality (Eq.
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.
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.
Interestingly, dimensionality in this large-mammal system parallels the dynamic structure of the lynx-hare system of the Canadian boreal forest at the herbivore level, but not at the predator level [ 28 ] . The embedding dimension of lynx, which are affected by many species other than snowshoe hare across the boreal forest of Canada, is generally two or higher [ 28 30 ] . The contrasting simplicity of wolf dynamics on Isle Royale reflects, we suggest, the comparatively insular nature of the Isle Royale system and relative scarcity of additional species influencing the dynamics of wolves there [ 31 ] .
SVD can be used to reduce the dimensionality of a data set, but our method uses the singular vectors generated by the decomposition to identify patterns that may relate to grain filling in rice.
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