| getDerivedCoefficients | R Documentation |
Returs the coefficient list of derived features of the GDSTM transform
getDerivedCoefficients(decorrelatedobject)
decorrelatedobject |
The returned dataframe of the |
The GDSTM transformation extracted by the GDSTMDecorrelation function is analyzed and a named list of derived features will be returned with their required formula used to compute the derived feature.
The list of derived features
Jose G. Tamez-Pena
GDSTMDecorrelation
# load FRESA.CAD library
# library("FRESA.CAD")
# iris data set
data('iris')
colors <- c("red","green","blue")
names(colors) <- names(table(iris$Species))
classcolor <- colors[iris$Species]
#Decorrelating with usupervised basis and correlation goal set to 0.25
system.time(irisDecor <- GDSTMDecorrelation(iris,thr=0.25))
print(getDerivedCoefficients(irisDecor));