ECMC: Enhanced consensus multi-view clustering
In vittoriofortino84/COPS: Clustering algorithms for Omics-driven Patient Stratification
View source: R/consensus_kernel.R
ECMC R Documentation
Enhanced consensus multi-view clustering
Description
Consensus kernel approach described by Cai & Li (2017).
Usage
ECMC(x, a, b, eps = 1e-06, maxiter = 10, parallel = 0)
Arguments
x
list of kernel matrices
a
consensus reward
b
disagreement penalty
eps
stopping threshold for mean difference in solution
maxiter
maximum number of iterations before terminating
parallel
number of threads for optimization
Value
list of kernel matrices, disagreement matrices and solution diagnostics
vittoriofortino84/COPS documentation built on Jan. 28, 2025, 3:16 p.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.
View source: R/consensus_kernel.R
| ECMC | R Documentation |
Enhanced consensus multi-view clustering
Description
Consensus kernel approach described by Cai & Li (2017).
Usage
ECMC(x, a, b, eps = 1e-06, maxiter = 10, parallel = 0)
Arguments
x |
list of kernel matrices |
a |
consensus reward |
b |
disagreement penalty |
eps |
stopping threshold for mean difference in solution |
maxiter |
maximum number of iterations before terminating |
parallel |
number of threads for optimization |
Value
list of kernel matrices, disagreement matrices and solution diagnostics
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.