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protoclass (version 1.0)

Interpretable classification with prototypes

Description

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

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Version

Install

install.packages('protoclass')

Monthly Downloads

13

Version

1.0

License

GPL-3

Maintainer

Jacob Bien

Last Published

May 31st, 2013

Functions in protoclass (1.0)

print.protoclass

Prints an object of class protoclass
plot.protoclass

Plots prototypes with data
dist2

Compute distances between two sets of points
predictwithd.protoclass

Make predictions based on prototypes
protoclass

Greedy algorithm for prototype selection
predict.protoclass

Make predictions based on prototypes