Research Article
A Semi-Supervised Framework for MMMs-Induced Fuzzy Co-Clustering with Virtual Samples
Table 7
Comparison of recognition rates with and without virtual objects (Cora-test).
| Number of virtual objects per supervised object | ā | 0.01 | 0.05 | 0.1 | 0.2 |
| No virtual objects | 0.457 | 1 (GBD) | 0.478 | 0.479 | 0.489 | 0.476 | 1 (GBA) | 0.483 | 0.487 | 0.474 | 0.474 | 2 (GBD) | 0.475 | 0.475 | 0.475 | 0.487 | 2 (GBA) | 0.476 | 0.482 | 0.476 | 0.480 | 2 (GBD+GBA) | 0.479 | 0.479 | 0.472 | 0.484 | 4 (GBD+GBA) | 0.462 | 0.463 | 0.465 | 0.467 | 5 (GBD) | 0.440 | 0.429 | 0.458 | 0.460 | 5 (GBA) | 0.441 | 0.438 | 0.411 | 0.409 |
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