caTools: Tools: moving window statistics, GIF, Base64, ROC AUC, etc.

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Contains several basic utility functions including: moving (rolling, running) window statistic functions, read/write for GIF and ENVI binary files, fast calculation of AUC, LogitBoost classifier, base64 encoder/decoder, round-off-error-free sum and cumsum, etc.

Author
Jarek Tuszynski <jaroslaw.w.tuszynski@saic.com>
Date of publication
2014-09-10 16:22:53
Maintainer
Harutyun Khachatryan <kh_harut@yahoo.com>
License
GPL-3
Version
1.17.1

View on CRAN

Man pages

base64
Convert R vectors to/from the Base64 format
caTools-internal
internal function
caTools-package
Tools: moving window statistics, GIF, Base64, ROC AUC, etc.
colAUC
Column-wise Area Under ROC Curve (AUC)
combs
All Combinations of k Elements from Vector v
ENVI
Read and Write Binary Data in ENVI Format
GIF
Read and Write Images in GIF format
LogitBoost
LogitBoost Classification Algorithm
predict.LogitBoost
Prediction Based on LogitBoost Classification Algorithm
runmad
Median Absolute Deviation of Moving Windows
runmean
Mean of a Moving Window
runminmax
Minimum and Maximum of Moving Windows
runquantile
Quantile of Moving Window
runsd
Standard Deviation of Moving Windows
sample.split
Split Data into Test and Train Set
sumexact
Basic Sum Operations without Round-off Errors
trapz
Trapezoid Rule Numerical Integration

Files in this package

caTools
caTools/src
caTools/src/runfunc.c
caTools/src/Gif2R.cpp
caTools/src/GifTools.h
caTools/src/GifTools.cpp
caTools/NAMESPACE
caTools/R
caTools/R/GIF.R
caTools/R/runfunc.R
caTools/R/sumexact.R
caTools/R/colAUC.R
caTools/R/sample.split.R
caTools/R/ENVI.R
caTools/R/base64.R
caTools/R/trapz.R
caTools/R/combs.R
caTools/R/LogitBoost.R
caTools/MD5
caTools/DESCRIPTION
caTools/man
caTools/man/GIF.Rd
caTools/man/runmad.Rd
caTools/man/runquantile.Rd
caTools/man/base64.Rd
caTools/man/trapz.Rd
caTools/man/sumexact.Rd
caTools/man/runsd.Rd
caTools/man/runmean.Rd
caTools/man/caTools-internal.Rd
caTools/man/caTools-package.Rd
caTools/man/predict.LogitBoost.Rd
caTools/man/LogitBoost.Rd
caTools/man/sample.split.Rd
caTools/man/colAUC.Rd
caTools/man/combs.Rd
caTools/man/runminmax.Rd
caTools/man/ENVI.Rd
caTools/CHANGES