From: Improving topic modeling through homophily for legal documents
 | \({G}'_P\), \(w_n \ge 5\) | \({G}'_S\), \(w_n \ge 10\) | \(G'\), (\(w_j^P \ge 0.50\), \(w_j^S \ge 0.25\)) |
---|---|---|---|
LDA \(|T| = 200\) | 0.102 | 0.102 | 0.102 |
LDA \(|T| = 100\) | 0.113 | 0.113 | 0.113 |
LDA \(|T| = 50\) | 0.125 | 0.125 | 0.125 |
LDA \(|T| = 10\) | 0.151 | 0.151 | 0.151 |
RTM(\(w \rightarrow \infty\)) \(|T| = 200\) | 0.159 | 0.159 | 0.159 |
RTM(\(w \rightarrow \infty\)) \(|T| = 100\) | 0.165 | 0.165 | 0.165 |
RTM(\(w \rightarrow \infty\)) \(|T| = 50\) | 0.169 | 0.169 | 0.169 |
RTM(\(w \rightarrow \infty\)) \(|T| = 10\) | 0.174 | 0.174 | 0.174 |
RTM \(|T| = 200\) | 0.167 | 0.167 | 0.167 |
RTM \(|T| = 100\) | 0.166 | 0.174 | 0.173 |
RTM \(|T| = 50\) | 0.171 | 0.179 | 0.167 |
RTM \(|T| = 10\) | 0.159 | 0.182 | 0.180 |