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 | 8.3 | 10.7 | 16.2 | 17.0 | 16.6 | 17.1 | 14.9 |
 | LDA 1 |  | 0 | 1.2 | 3.9 | 10.3 | 14.8 | 16.3 | 18.4 | 16.2 |
S | LDA 2 | Â | 0 | 1.2 | 3.6 | 10.8 | 14.8 | 17.8 | 19.9 | 16.8 |
 | LDA 3 |  | 0 | 1.4 | 3.7 | 9.7 | 14.0 | 18.7 | 18.8 | 16.5 |
 | ICA-uniq |  | 1.0 | 8.3 | 10.7 | 16.2 | 17.0 | 16.6 | 17.1 | 14.9 |
 | LDA 1-uniq |  | 0 | 1.2 | 3.9 | 10.3 | 14.8 | 16.2 | 18.3 | 16.0 |
 | LDA 2-uniq |  | 0 | 1.2 | 3.6 | 10.8 | 14.8 | 17.7 | 19.6 | 16.5 |
 | LDA 3-uniq |  | 0 | 1.4 | 3.7 | 9.7 | 14.0 | 18.7 | 18.7 | 16.3 |
 | ICA |  | 7.7 | 14.3 | 23.0 | 34.0 | 39.2 | 36.8 | 37.9 | 40.0 |
 | LDA 1 |  | 4.8 | 12.0 | 22.7 | 28.9 | 36.2 | 38.1 | 41.3 | 43.1 |
L | LDA 2 | Â | 4.1 | 11.9 | 21.5 | 29.6 | 36.4 | 39.7 | 42.9 | 43.0 |
 | LDA 3 |  | 4.1 | 12.3 | 21.8 | 30.9 | 36 | 38.9 | 41.8 | 43.1 |
 | ICA-uniq |  | 7.7 | 14.3 | 23.0 | 33.0 | 37.3 | 36.4 | 37.4 | 38.4 |
 | LDA 1-uniq |  | 4.8 | 12.0 | 22.7 | 28.8 | 35.0 | 36.3 | 37.0 | 36.7 |
 | LDA 2-uniq |  | 4.1 | 11.9 | 21.5 | 29.5 | 35.8 | 38.2 | 39.0 | 35.9 |
 | LDA 3-uniq |  | 4.1 | 12.3 | 21.8 | 30.9 | 35.2 | 37.6 | 37.8 | 36.1 |