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.

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

  • The blessings stemming from this are accompanied by the curse of high dimensionality of the data output.

  • PCA is a statistical technique to reduce the dimensionality of a dataset while retaining as much of the variability as possible [ 15 ] . Each principal component captures as much variability as possible with a linear combination of the data and is uncorrelated with all other principal components.

  • Such projection techniques reduce the dimensionality of multivariate data to embed the variables and objects of the data in a visualizable (two- or three-dimensional) space.


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