Simba {Immigrate} | R Documentation |
This function performs Simba(Iterative Search Margin Based Algorithm).
Simba(xx, yy, T = 5)
xx |
model matrix of explanatory variables |
yy |
label vector |
T |
number of instance used to update weights, default to be 5 |
w |
new weight after Simba algorithm |
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.
data(park) xx<-park$xx yy<-park$yy re<-Simba(xx,yy) print(re)