BDSM: Calculate the bolock-diagnal matrix B min_B>=0, B*1=1, F'*F=I...

In QinglinMei/RCSL: Rank Constrained Similarity Learning for single cell RNA sequencing data

Calculate the bolock-diagnal matrix B min_B>=0, B*1=1, F'*F=I ||B - A||_1 + r*||B||^2 + 2*lambda*trace(F'*L*F)

Description

Calculate the bolock-diagnal matrix B min_B>=0, B*1=1, F'*F=I ||B - A||_1 + r*||B||^2 + 2*lambda*trace(F'*L*F)

Usage

BDSM(S, C)

Arguments

S	the calculated initial similarity matrix S
C	the estimated number of clusters C

Value

B block-diagonal matrix

y clustering results

Examples

gfData <- GenesFilter(yan)
res_SimS <- SimS(gfData)
C <- EstClusters(res_SimS$drData,res_SimS$S)
BDSM(res_SimS$S,C)

QinglinMei/RCSL documentation built on Feb. 16, 2024, 2:31 a.m.