knncat: Nearest-neighbor Classification with Categorical Variables

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Scale categorical variables in such a way as to make NN classification as accurate as possible. The code also handles continuous variables and prior probabilities, and does intelligent variable selection and estimation of both error rates and the right number of NN's.

Author
Sam Buttrey
Date of publication
2015-02-06 06:22:24
Maintainer
Sam Buttrey <buttrey@nps.edu>
License
GPL-2
Version
1.2.2

View on CRAN

Man pages

knncat
Build a knncat classifier
plot.knncat
Plot a knncat classifier
predict.knncat
Prediict on a knncat classifier
print.knncat
Print a knncat classifier

Files in this package

knncat
knncat/src
knncat/src/matrix.c
knncat/src/Makevars
knncat/src/donn.h
knncat/src/ranlib.c
knncat/src/com.c
knncat/src/ords.c
knncat/src/dodisc.c
knncat/src/dodisc.h
knncat/src/utilsR.c
knncat/src/ordfuncs.h
knncat/src/utils.h
knncat/src/f2c.h
knncat/src/ord.h
knncat/src/donn.c
knncat/src/ranlib.h
knncat/src/linpack.c
knncat/src/dsort.c
knncat/src/donnwrap.c
knncat/src/objective.c
knncat/src/matrix.h
knncat/NAMESPACE
knncat/R
knncat/R/knncat.R
knncat/R/predict.knncat.R
knncat/R/plot.knncat.R
knncat/R/print.knncat.R
knncat/MD5
knncat/DESCRIPTION
knncat/man
knncat/man/predict.knncat.Rd
knncat/man/print.knncat.Rd
knncat/man/plot.knncat.Rd
knncat/man/knncat.Rd
knncat/INDEX