Plus-Minus classifier
plusminus.fit(XX, YY, ...)
a matrix of observations. NAs
and Infs
are not allowed.
a vector. NAs
and Infs
are not allowed.
additional arguments. Currently ignored.
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
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.