MCLS-code

Manifold-based Constraint Laplacian Score for multi-label feature selection

This code from our paper "Manifold-based Constraint Laplacian Score for multi-label feature selection".

function idx = MCLS(fea, knear)

Inputs:

fea: struct data set

   data : nSample * nFeature
   
   target : nLabel *  nSample 

knear: number of neighbors

Output:

idx: feature sorting by score

Usage:

fea = load('sample.mat');

knear = 5;

idx = MCLS(fea,knear);