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 setK-centers algorithmImproved K-prototypes algorithmPaper method

Segment0.5307 ± 0.00030.6035 ± 0.03680.5685 ± 0.0043
Waveform0.5198 ± 0.0040.5368 ± 0.00010.5921 ± 0.0007
Waveform + Noise0.6432 ± 0.03520.5265 ± 0.00000.6988 ± 0.0365