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msda (version 1.0.3)

Multi-Class Sparse Discriminant Analysis

Description

Efficient procedures for computing a new Multi-Class Sparse Discriminant Analysis method that estimates all discriminant directions simultaneously. It is an implementation of the work proposed by Mai, Q., Yang, Y., and Zou, H. (2019) .

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install.packages('msda')

Monthly Downloads

76

Version

1.0.3

License

GPL-2

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Last Published

September 12th, 2022

Functions in msda (1.0.3)

cv.msda

Cross-validation for msda
GDS1615

GDS1615 data introduced in Burczynski et al. (2012).
predict.msda

make predictions from a "msda" object.
plot.msda

Plot coefficients from a "msda" object
msda

Fits a regularization path for Multi-Class Sparse Discriminant Analysis