predict-methods function

Prediction of the cluster memberships

This function gives the probabilities of classification for new observations by using the mixture model fit with the function VarSelCluster. methods

## S4 method for signature 'VSLCMresults'
predict(object, newdata, type = "probability")

Arguments

• object: instance of VSLCMresults.
• newdata: data.frame of the observations to classify.
• type: the type of prediction: probability of classification (probability) or the partition (partition)

Returns

Returns a matrix of the probabilities of classification.