Research Article
A Weighted Error Distance Metrics (WEDM) for Performance Evaluation on Multiple Change-Point (MCP) Detection in Synthetic Time Series
Table 4
The mean analyses on five CPD models in one representative MCPs detection test with NMCPsā###XXX###3D;ā25.
| items | Methods | TST | BST | KS | T | SSA |
| MWTD | 0.9655 | 0.9319 | 0.8836 | 0.6042 | 0.5779 | Hit rate | 0.9310 | 0.5667 | 0.3030 | 0.2222 | 0.0727 | Miss rate | 0.0345 | 0.0333 | 0.0303 | 0.0635 | 0.0000 | Error rate | 0.0345 | 0.4333 | 0.6970 | 0.7619 | 0.8909 | MWED | 0.0345 | 0.0681 | 0.1164 | 0.3958 | 0.4221 | Time | 0.0004 | 0.0003 | 0.1889 | 0.1209 | 0.6896 |
|
|