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Table 5 Coherence scores of different weighting methods for the weighting model

From: Improving topic modeling through homophily for legal documents

 

\(w_j^P\)

\(w_j^S\)

\(w_j^P + w_j^S\)

\(w_j^P \times w_j^S\)

\(w_s^P\)

\(w_s^S\)

\(w_s^S + w_s^P\)

\(w_s^S \times w_s^P\)

\(|T| = 200\)

0.180

0.176

0.165

0.174

0.170

0.171

0.172

0.170

\(|T| = 100\)

0.166

0.175

0.176

0.169

0.170

0.169

0.171

0.168

\(|T| = 50\)

0.172

0.171

0.164

0.167

0.175

0.170

0.170

0.174

\(|T| = 10\)

0.190

0.181

0.192

0.187

0.177

0.180

0.175

0.179