protoclass: Interpretable classification with prototypes

Greedy algorithm described in Bien and Tibshirani (2011) Prototype Selection for Interpretable Classification. Annals of Applied Statistics. 5(4). 2403-2424

Author
Jacob Bien and Robert Tibshirani
Date of publication
2013-05-31 11:11:41
Maintainer
Jacob Bien <jbien@cornell.edu>
License
GPL-3
Version
1.0

View on CRAN

Man pages

dist2
Compute distances between two sets of points
plot.protoclass
Plots prototypes with data
predict.protoclass
Make predictions based on prototypes
predictwithd.protoclass
Make predictions based on prototypes
print.protoclass
Prints an object of class protoclass
protoclass
Greedy algorithm for prototype selection

Files in this package

protoclass
protoclass/MD5
protoclass/R
protoclass/R/protoclass.r
protoclass/R/protoclass-package.r
protoclass/NAMESPACE
protoclass/man
protoclass/man/protoclass.Rd
protoclass/man/print.protoclass.Rd
protoclass/man/predictwithd.protoclass.Rd
protoclass/man/predict.protoclass.Rd
protoclass/man/plot.protoclass.Rd
protoclass/man/dist2.Rd
protoclass/DESCRIPTION