Example sentences for: dimensionality

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

  • We next explore ideas relating to dimensionality reduction of expression vectors.

  • 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.

  • 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 ] .

  • As established above, the minimum necessary dimensionality of the USM state space is set by the binary logarithm of the number of unique units.

  • exclusive clustering and exploring a wider range of dimensionality in expression pattern variation, we have examined the utility of singular value decomposition in identifying grain-filling genes.

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