Simba {Immigrate}

Simba

Description

This function performs Simba(Iterative Search Margin Based Algorithm).

Usage

Simba(xx, yy, T = 5)

Arguments

xx

model matrix of explanatory variables

yy

label vector

T

number of instance used to update weights, default to be 5

Value

w

new weight after Simba algorithm

References

Gilad-Bachrach R, Navot A, Tishby N. Margin based feature selection-theory and algorithms[C]//Proceedings of the twenty-first international conference on Machine learning. ACM, 2004: 43.

Examples

data(park)
xx<-park$xx
yy<-park$yy
re<-Simba(xx,yy)
print(re)