Research Article
[Retracted] Impact of the Validity Analysis Model and Multirelational Data Clustering Based on the Trust Probability
Table 2
Comparison of clustering results of numerical data: CA value (mean ± standard deviation).
| Data set | K-centers algorithm | Improved K-prototypes algorithm | Paper method |
| Segment | 0.5307 ± 0.0003 | 0.6035 ± 0.0368 | 0.5685 ± 0.0043 | Waveform | 0.5198 ± 0.004 | 0.5368 ± 0.0001 | 0.5921 ± 0.0007 | Waveform + Noise | 0.6432 ± 0.0352 | 0.5265 ± 0.0000 | 0.6988 ± 0.0365 |
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