Research Article
Fast Density Clustering Algorithm for Numerical Data and Categorical Data
Table 7
Performances comparison of different strict filters for MNIST data set.
| Efficiency | | 0 | | | | | | | | | |
| (%) | 89.8 | 88.6 | 88.0 | 85.5 | 85.0 | 72.0 | 61.2 | 53.3 | 43.2 | 39.2 | (%) | 4.6 | 4.5 | 4.5 | 4.0 | 3.0 | 2.1 | 1.3 | 0.2 | 0.0 | 0.0 |
| Efficiency | | | | | | | | | | | |
| (%) | 38.8 | 35.8 | 32.7 | 31.6 | 26.1 | 23.3 | 17.9 | 17.6 | 17.6 | 16.5 | (%) | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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