Open Gautamshahi opened 6 years ago
To reproduce results from the paper please run:
geneSelection_KFold
To perform TMRMR-C and TMRMR-M feature selection for 'H3N2', 'Rhino' or 'RSV' datasets please run:
TMRMR
To perform feature selection by mRMR, F-statistic, RELIEFF, MT-LASSO, TMRMR-C and TMRMR-M algorithms for 'H3N2', 'Rhino' or 'RSV' datasets please run:
GeneSelection
To perform feature selection by mRMR, F-statistic, RELIEFF, MT-LASSO, TMRMR-C and TMRMR-M algorithms for datasets other than ones used in the paper please run:
GeneSelectionNewData
Note: in order to run GeneSelectionNewData please create Dataset.mat file containing the following variables: 1) DATA - GxTxN matrix 2) LABELS - Nx1 vector where N is the number of subjects, G is the number of genes and T is the number of time steps.
Hi,
I am facing difficulty in understanding the code sequence, will you please confirm that in which sequence I need the code for Gene selection?
Regards,