| Name : R-bikm1
| |
| Version : 1.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.9.2
| Date : 2024-06-14 11:52:18
|
| Group : Development/Libraries/Other
| Source RPM : R-bikm1-1.1.0-lp153.9.2.src.rpm
|
| Size : 0.52 MB
| |
| Packager : (none)
| |
| Summary : Co-Clustering Adjusted Rand Index and Bikm1 Procedure for Contingency and Binary Data-Sets
|
Description :
Co-clustering of the rows and columns of a contingency or binary
matrix, or double binary matrices and model selection for the number of
row and column clusters. Three models are considered: the Poisson
latent block model for contingency matrix, the binary latent block
model for binary matrix and a new model we develop: the multiple latent
block model for double binary matrices. A new procedure named bikm1 is
implemented to investigate more efficiently the grid of numbers of
clusters. Then, the studied model selection criteria are the integrated
completed likelihood (ICL) and the Bayesian integrated likelihood
(BIC). Finally, the co-clustering adjusted Rand index (CARI) to measure
agreement between co-clustering partitions is implemented. Robert
Valerie, Vasseur Yann, Brault Vincent (2021)
< doi:10.1007/s00357-020-09379-w>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
