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PRISMA (version 0.1-0)

Protocol Inspection and State Machine Analysis

Description

The PRISMA package is capable of loading and processing huge text corpora processed with the sally toolbox (http://www.mlsec.org/sally/). sally acts as a ver 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 duplicat-aware, highly tuned Non-Negative Matrix Factorzation and Principal component Analysis implementation which allows the processing of very big data sets even on desktop machines.

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Version

Install

install.packages('PRISMA')

Monthly Downloads

212

Version

0.1-0

License

GPL (>= 2.0)

Maintainer

Tammo Krueger

Last Published

October 8th, 2012

Functions in PRISMA (0.1-0)

prismaDuplicatePCA

Matrix Factorization Based on Duplicate-Aware PCA
asap

Lengths of Major North American Rivers
getDuplicateData

Restores Data with Duplicates
plot.prismaDimension

Generics For PRISMA Objects
plot.prisma

Generics For PRISMA Objects
estimateDimension

Estimate Inner Dimension
loadPrismaData

Load PRISMA Data Files
plot.prismaMF

Generics For PRISMA Objects
prismaHclust

Matrix Factorization Based on Hierarchical Clustering
PRISMA-package

PRISMA - Protocol Inspection and State Machine Analysis
prismaNMF

Matrix Factorization Based on Duplicate-Aware NMF