Difference between revisions of "Classification"

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(Created page with "''Dynamo'' includes two main different approaches for classification. * PCA + k-means * Multireference analysis (MRA) PCA is used for clas...")
 
 
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* Multireference analysis (MRA)
 
* Multireference analysis (MRA)
  
 
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[[Principal component analysis|PCA]] is used for classification of an already aligned data set. It typically scales well up to ~10k subvolumes. [[Multireference Analysis|MRA]] is more time consuming, but it performs simultaneous classification and alignment.
[[Principal component analysis|PCA]] is used for classification of an already aligned data set. [[Multireference Analysis|MRA]] is more time consuming, but it performs simultaneous classification and alignment.
 

Latest revision as of 11:47, 22 March 2016

Dynamo includes two main different approaches for classification.

  • PCA + k-means
  • Multireference analysis (MRA)

PCA is used for classification of an already aligned data set. It typically scales well up to ~10k subvolumes. MRA is more time consuming, but it performs simultaneous classification and alignment.