Table 4 Comparison of loglikelihood for WSJ corpora
From: A novel multiple kernel fuzzy topic modeling technique for biomedical data
Topic Model | Log-Likelihood | No of Topics |
|---|---|---|
LDA | -824,000 | 50 |
RedLDA | -810,000 | 50 |
FKTM | -789,000 | 50 |
MKFTM | -773,000 | 50 |
LDA | -814,000 | 100 |
RedLDA | -805,000 | 100 |
FKTM | -789,500 | 100 |
MKFTM | -773,600 | 100 |
LDA | -815,000 | 150 |
RedLDA | -809,000 | 150 |
FKTM | -789,200 | 150 |
MKFTM | -773,700 | 150 |
LDA | -816,000 | 200 |
RedLDA | -800,000 | 200 |
FKTM | -789,000 | 200 |
MKFTM | -773,900 | 200 |