Plus-Minus classifier
plusminus.fit(XX, YY, ...)
An object of class plusminus
is returned. The object contains all components returned by the underlying fit function. In addition, it contains the following:
regression coefficients
response values
scaled predictors
a matrix of observations. NAs
and Infs
are not allowed.
a vector. NAs
and Infs
are not allowed.
additional arguments. Currently ignored.
Richard Baumgartner (richard_baumgartner@merck.com), Nelson Lee Afanador (nelson.afanador@mvdalab.com)
This function should not be called directly, but through plusminusFit
with the argument method="plusminus"
. It implements the Plus-Minus algorithm.
Zhao et al. (2014) Mas-o-menos: a simple sign averaging method for discriminationin genomic data analysis. Bioinformatics, 30(21):3062-3069.
plusminusFit