genotype2_ExploredModels {ClustMMDD} | R Documentation |
backward.explorer
.
A data frame of competing models gathered by backward.explorer
for Kmax = 10. Such data file can be used for a final model selection process.
data("genotype2_ExploredModels")
A data frame with 2667 explored models on the following 16 variables.
N
: The size of the data
P
: The number of variables
K
: the number of clusters
S1
: 1st variable
S2
: 2nd variable
S3
: 3th variable
S4
: 4th variable
S5
: 5th variable
S6
: 6th variable
S7
: 7th variable
S8
: 8th variable
S9
: 9th variable
S10
: 10th variable
logLik
: The log-likelihood
dim
: The dimension = number of free parameters
entropy
: Entropy.
TODO
Wilson Toussile
dimJump.R
and model.selection.R
.
data(genotype2_ExploredModels) head(genotype2_ExploredModels) plot(genotype2_ExploredModels[, c("dim", "logLik")], col = "blue", xlab = "Dimension", ylab = "Log-likelihood") # Data-driven calibration of the penalty dimJump.R(genotype2_ExploredModels, h = 5, N=1000, header=T)