I am trying to run Kmeans clustering on below set of data, Name,Gender,Age,Drinks,Country John,M,30,Pepsi,US Jack,M,25,Coke,US David,M,34,Pepsi,UK Ted,M,37,Limca,CAN Robert,M,23,Limca,US Adrian,M,31,Pepsi,US Craig,M,37,Coke,UK Katie,F,23,Limca,UK Nancy,F,32,Pepsi,UK
I want to cluster the data based on Drinks(pepsi,coke,Limca)and i am able to do it.But i want to retrive name also alongside clustered data. the output i am getting is 0 1 2 Limca belongs to cluster:0 Cokde belongs to cluster:0 etc. here i want to get the names also. while converting to sequence file i am taking key as drinks and value as the rest of text and converting to sparsevector and then running Kmeans clustering,the names are not printed. can anybody point how i extract name from the clusters which are there in values.
