VarSelLCM-package |
Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values |
AIC |
AIC criterion. |
AIC-method |
AIC criterion. |
ARI |
Adjusted Rand Index |
BIC |
BIC criterion. |
BIC-method |
BIC criterion. |
coef |
Extract the parameters |
coef-method |
Extract the parameters |
coefficients |
Extract the parameters |
coefficients-method |
Extract the parameters |
fitted |
Extract the partition or the probabilities of classification |
fitted-method |
Extract the partition or the probabilities of classification |
fitted.values |
Extract the partition or the probabilities of classification |
fitted.values-method |
Extract the partition or the probabilities of classification |
heart |
Statlog (Heart) Data Set |
ICL |
ICL criterion |
MICL |
MICL criterion |
plot |
Plots of an instance of 'VSLCMresults' |
plot-method |
Plots of an instance of 'VSLCMresults' |
predict |
Prediction of the cluster memberships |
predict-method |
Prediction of the cluster memberships |
print |
Print function. |
print-method |
Print function. |
summary |
Summary function. |
summary-method |
Summary function. |
VarSelCluster |
Variable selection and clustering. |
VarSelImputation |
Imputation of missing values |
VarSelLCM |
Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values |
VarSelShiny |
Shiny app for analyzing results from VarSelCluster |
VSLCMcriteria-class |
Constructor of 'VSLCMcriteria' class |
VSLCMdata-class |
Constructor of 'VSLCMdata' class |
VSLCMmodel-class |
Constructor of 'VSLCMmodel' class |
VSLCMparam-class |
Constructor of 'VSLCMparam' class |
VSLCMparamCategorical-class |
Constructor of 'VSLCMparamCategorical' class |
VSLCMparamContinuous-class |
Constructor of 'VSLCMparamContinuous' class |
VSLCMparamInteger-class |
Constructor of 'VSLCMparamInteger' class |
VSLCMpartitions-class |
Constructor of 'VSLCMpartitions' class |
VSLCMresults-class |
Constructor of 'VSLCMresults' class |
VSLCMstrategy-class |
Constructor of 'VSLCMstrategy' class |