From: Exploratory analysis of semantic categories: comparing data-driven and human similarity judgments
 |  | Model size | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
 | Model type | 10 | 20 | 30 | 40 | 50 | 60 | 80 | 100 | |
 | ICA |  | 1.0 | 5.0 | 9.0 | 10.6 | 12.1 | 13.8 | 16.4 | 18.7 |
 | LDA 1 |  | 1.1 | 4.3 | 6.0 | 8.4 | 10.9 | 12.8 | 14.6 | 17.4 |
S | LDA 2 | Â | 1.2 | 4.8 | 5.9 | 9.2 | 11.8 | 13.4 | 14.1 | 17.2 |
 | LDA 3 |  | 0.1 | 0.8 | 1.9 | 3.0 | 3.3 | 4.2 | 5.1 | 5.1 |
 | ICA-uniq |  | 1.0 | 4.0 | 7.0 | 7.7 | 7.8 | 7.9 | 9.6 | 11.0 |
 | LDA 1-uniq |  | 1.1 | 3.6 | 4.5 | 6.0 | 6.7 | 7.1 | 7.9 | 8.3 |
 | LDA 2-uniq |  | 1.2 | 3.9 | 4.4 | 6.2 | 7.2 | 7.3 | 7.9 | 8.2 |
 | LDA 3-uniq |  | 0.1 | 0.8 | 1.7 | 2.2 | 2.4 | 2.8 | 3.1 | 2.9 |
 | ICA |  | 6.3 | 15.6 | 24.0 | 27.2 | 35.2 | 40.2 | 53.3 | 64.4 |
 | LDA 1 |  | 4.7 | 11.0 | 18.5 | 23.3 | 31.3 | 35.7 | 43.4 | 53.1 |
L | LDA 2 | Â | 4.7 | 10.4 | 18.2 | 23.3 | 30.0 | 34.8 | 45.5 | 53.5 |
 | LDA 3 |  | 6.3 | 9.3 | 16 | 18.9 | 24.3 | 29.2 | 40.7 | 46.9 |
 | ICA-uniq |  | 6.0 | 9.6 | 12.3 | 12.7 | 12.8 | 13.3 | 14.5 | 15.3 |
 | LDA 1-uniq |  | 4.3 | 7.6 | 9.7 | 10.9 | 13.1 | 13.9 | 13.8 | 15.0 |
 | LDA 2-uniq |  | 4.3 | 7.2 | 9.9 | 10.6 | 12.8 | 13.5 | 14.0 | 14.7 |
 | LDA 3-uniq |  | 4.8 | 5.0 | 7.5 | 7.6 | 8.3 | 9.4 | 11.3 | 11.9 |