NMI: calculates normalized mutual information
In randnet: Random Network Model Estimation, Selection and Parameter Tuning
NMI R Documentation
calculates normalized mutual information
Description
calculates normalized mutual information, a metric that is commonly
used to compare clustering results
Usage
NMI(g1, g2)
Arguments
g1
a vector of cluster labels
g2
a vector of cluster labels (same length as g1)
Value
NMI value
Author(s)
Tianxi Li, Elizaveta Levina, Ji Zhu
Maintainer: Tianxi Li tianxili@virginia.edu
Examples
dt <- BlockModel.Gen(30,300,K=3,beta=0.2,rho=0.9,simple=FALSE,power=TRUE)
A <- dt$A
ssc <- reg.SSP(A,K=3,lap=TRUE)
NMI(ssc$cluster,dt$g)
randnet documentation built on May 31, 2023, 6:44 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| NMI | R Documentation |
calculates normalized mutual information
Description
calculates normalized mutual information, a metric that is commonly used to compare clustering results
Usage
NMI(g1, g2)
Arguments
g1 |
a vector of cluster labels |
g2 |
a vector of cluster labels (same length as g1) |
Value
NMI value
Author(s)
Tianxi Li, Elizaveta Levina, Ji Zhu
Maintainer: Tianxi Li tianxili@virginia.edu
Examples
dt <- BlockModel.Gen(30,300,K=3,beta=0.2,rho=0.9,simple=FALSE,power=TRUE)
A <- dt$A
ssc <- reg.SSP(A,K=3,lap=TRUE)
NMI(ssc$cluster,dt$g)
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.