Table 19 Measure stability points
From: A set theory based similarity measure for text clustering and classification
NF/Measure | Euclidean | Cosine | Jaccard | Bhattacharya | kullback–Leibler | Manhattan | PSDM | STB-SM | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
R | W | R | W | R | W | R | W | R | W | R | W | R | W | R | W | |
10 | 2 | Â | 2 | 3 | Â | Â | Â | Â | 2 | 1 | Â | Â | Â | 3 | 3 | 3 |
50 | Â | Â | 3 | 3 | Â | Â | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
100 | Â | Â | 3 | 3 | Â | Â | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
200 | Â | Â | 3 | 3 | Â | Â | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
350 | Â | Â | 3 | 3 | Â | Â | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
3000 | Â | Â | 3 | 3 | Â | Â | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
6000 | Â | Â | 3 | 1 | Â | 2 | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
The whole features | Â | Â | 3 | 1 | Â | 2 | Â | Â | Â | Â | Â | Â | 3 | 3 | 3 | 3 |
Sum | 2 | Â | 23 | 22 | Â | 4 | Â | Â | 2 | 1 | Â | Â | 21 | 24 | 24 | 24 |
Stable points | 2 | 45 | 4 | Â | Â | 3 | Â | 45 | 48 | |||||||