affinityMatrix |
To calculate the similarity matrix |
Cal_NMI |
calculate the normalized mutual information. |
cost |
Calculate the cost |
dist2bin |
Calculate the agreement-based measurement |
dist2chi |
Calculate the chi-squared distance |
dist2eu |
Calculate the Euclidean distance |
initialization |
initialize the sub-matrix Ci into alpha*Li by SVD |
initialize_WL |
Initialize from the similairty matrix list |
M2SMF |
the main part for M2SMF and clustering result |
new_modularity |
Calculate the modularity |
simu_data_gen |
Generate simulated data |
Standard_Normalization |
Normalize the input matrix by column |
update_alpha |
the function to update alpha |
update_L |
the function to update Li, for i=1,2,...,N |