search for: money_n

...Does anyone know of a non-hierarchical clustering method in R that produces non-exclusive clusters? With non-exclusive, I mean that words should be allowed to be part of multiple clusters. So my data matrix would look something like: T1 T2 T3 CLOWN_N 0 1 0 BANK_N 3 0 2 RIVER_N 0 0 2 FLOW_V 0 0 3 MONEY_N 2 0 0 PAY_V 2 0 0 The first line indicates the noun "clown" occurred only once in my text collection, namely in text 2. Ideally, the clustering method would produce the clusters [bank_n,river_n,flow_v], [bank_n,money_n,pay_v] and [clown_n]. The data matrix I would use would be much bigg...