BDSM: Calculate the bolock-diagnal matrix B min_B>=0, B*1=1, F'*F=I...
In RCSL: Rank Constrained Similarity Learning for Single Cell RNA Sequencing Data
Description
Usage
Arguments
Value
Examples
View source: R/MainFunctions.R
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
1
Arguments
S
the calculated initial similarity matrix S
C
the estimated number of clusters C
Value
B block-diagonal matrix
y clustering results
Examples
1
2
3
4
5
6
gfData <- GenesFilter(yan[1:100,1:15])
res_SimS <- SimS(gfData)
C <- EstClusters(res_SimS$drData,res_SimS$S)
resBDSM <- BDSM(res_SimS$S,C)
resBDSM$y
resBDSM$B
RCSL documentation built on April 19, 2021, 9:06 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value Examples
View source: R/MainFunctions.R
Description
Calculate the bolock-diagnal matrix B min_B>=0, B*1=1, F'*F=I ||B - A||_1 + r*||B||^2 + 2*lambda*trace(F'*L*F)
Usage
1 |
Arguments
S |
the calculated initial similarity matrix S |
C |
the estimated number of clusters C |
Value
B block-diagonal matrix
y clustering results
Examples
1 2 3 4 5 6 | gfData <- GenesFilter(yan[1:100,1:15])
res_SimS <- SimS(gfData)
C <- EstClusters(res_SimS$drData,res_SimS$S)
resBDSM <- BDSM(res_SimS$S,C)
resBDSM$y
resBDSM$B
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.