Research Article
A Weighted Error Distance Metrics (WEDM) for Performance Evaluation on Multiple Change-Point (MCP) Detection in Synthetic Time Series
Table 1
The mean analyses of single CP detection in Exp1 by using TST, BST, KS, T, and SSA models.
| Items | Methods | TST | BST | KS | T | SSA |
| MWTD | 0.9972 | 0.9633 | 0.9947 | 0.7030 | 0.8349 | Hit rate | 0.4040 | 0.1540 | 0.0430 | 0.0340 | 0.0585 | Miss rate | 0.0005 | 0.0035 | 0.0000 | 0.0005 | 0.0005 | Error rate | 0.0012 | 0.0038 | 0.0002 | 0.1202 | 0.0601 | MWED | 0.0028 | 0.0367 | 0.0053 | 0.2970 | 0.1651 | Time | 0.0032 | 0.0039 | 0.3126 | 0.5239 | 0.1566 |
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