LFE {Immigrate} | R Documentation |
LFE
Description
This function performs LFE(Local Feature Extraction) algorithm.
Usage
LFE(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 matrix after LFE algorithm |
References
Sun Y, Wu D. A relief based feature extraction algorithm[C]//Proceedings of the 2008 SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics, 2008: 188-195.
Examples
data(park)
xx<-park$xx
yy<-park$yy
re<-LFE(xx,yy)
print(re)
[Package Immigrate version 0.2.1 Index]