cfsim.lsbclust: Compare LSBCLUST Simulation Results
In lsbclust: Least-Squares Bilinear Clustering for Three-Way Data

Description Usage Arguments Examples

This function compares cluster membership and parameter estimates for the results of lsbclust on simulated data to the true underlying values.

1 2	## S3 method for class 'lsbclust' cfsim(fitted, actual, method = c("diag", "cRand"))

`fitted`	An object of class `lsbclust` containing the fitted results.
`actual`	An object of class `lsbclust_sim` containing the simulated data.
`method`	The type of statistics to calculate, passed to `cl_agreement`

## Simulate LSBCLUST data, fit LSBCLUST, and compare
set.seed(1)
dat <- rlsbclust(ndata = 1, nobs = 100, size = c(10, 8), nclust = c(5, 4, 6, 5))
res <- lsbclust(data = dat[[1]]$data, nclust = c(5, 4, 6, 5))
cfsim(res, dat[[1]])