Protocol Inspection and State Machine Analysis
Convert tm copus to PRISMA
Estimate Inner Dimension
Generics For PRISMA Objects
Generics For PRISMA Objects
Generics For PRISMA Objects
Restores Data with Duplicates
Convert Coordinates of Matrix Factorization to Labels
Load PRISMA Data Files
tools:::Rd_package_title("PRISMA")
Matrix Factorization Based on Replicate-Aware PCA
Matrix Factorization Based on Hierarchical Clustering
Matrix Factorization Based on Replicate-Aware NMF
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.