BIM {Immigrate} | R Documentation |
This function performs BIM algorithm.
BIM(xx, yy, nBoost = 3, max_iter = 5, removesmall = FALSE, sigstart = 0.02, sigend = 4)
xx |
model matrix of explanatory variables |
yy |
label vector |
nBoost |
number of classifiers in BIM, default to be 3 |
max_iter |
maximum number of iteration for IMMIRGATE classifier, default to be 5 |
removesmall |
whether remove features with small weights, default to be FALSE |
sigstart |
start of sigma used in algorithm, default to be 0.02 |
sigend |
end of sigma used in algorithm, default to be 4 |
matrix |
list of matrix weights |
weights |
coefficient vector for classifiers |
sample_wt |
sample weights |
data(park) xx<-park$xx yy<-park$yy re<-BIM(xx,yy)