DrugClust (version 0.2)

PAM_Model: PAM_Model

Description

PAM clustering algorithm Model

Usage

PAM_Model(pamx, num_clusters, trainpharmat, train)

Arguments

pamx

result of pam clustering algorithm

num_clusters

number of clusters desired

trainpharmat

matrix of training for side effects

train

matrix of train features

Value

A matrix of model for prediction of uncharacterised drugs, given PAM clustering

Examples

#pamx is the result of the PAM function
#trainpharmat is the side effect train matrix
#train is the feature train matrix
#A<-PAM_Model(pamx,4,trainpharmat,train)