Table 4 Performances of different algorithms on the evaluation data set.
From: Genome classification by gene distribution: An overlapping subspace clustering approach
Algorithm | Subspace clustering error (SCE) | Row clustering error (RCE) | Coverage index (CI) | Discrepancy in the number of clusters (DNC) |
|---|---|---|---|---|
O-HARP | 0.38 | 0.37 | 0.38 | 1 |
HARP | 0.49 | 0.31 | 0.47 | 3 |
SAMBA | 0.96 | 0.81 | 0.96 | 10 |
Cheng-Church | 0.78 | 0.60 | 0.77 | 19 |
SynFPS | n/a | 0.13 | n/a | 2 |
n-gram | n/a | 0.37 | n/a | 2 |