getMatrixFactorizationLabels

prismaMF

<p>Given a matrix factorization object \(A = B C\), this function returns for each
  document the index of the inner dimension which has the maximal
  coordinate. Thus, it converts the fuzzy clustering found in the
  columns of the \(C\) matrix into a hard clustering by returning the
  position with the maximal coordinate value.</p>

Loads and processes huge text
corpora processed with the sally toolbox (<http://www.mlsec.org/sally/>).
sally acts as a very fast preprocessor which splits the text files into
tokens or n-grams. These output files can then be read with the PRISMA
package which applies testing-based token selection and has some
replicate-aware, highly tuned non-negative matrix factorization and
principal component analysis implementation which allows the processing of
very big data sets even on desktop machines.

Tammo Krueger

getMatrixFactorizationLabels: Convert Coordinates of Matrix Factorization to Labels

Description

Usage

Arguments

Value

See Also