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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
Version
1.0
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Install
install.packages('protoclass')
Monthly Downloads
28
Version
1.0
License
GPL-3
Maintainer
Jacob Bien
Last Published
May 31st, 2013
Functions in protoclass (1.0)
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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