Research Article
Local Gravitation Clustering-Based Semisupervised Online Sequential Extreme Learning Machine
Table 4
Average classification accuracy of the ELM, SS-ELM, D-SOS-ELM, LapTELM, and LGS-OSELM on T for two synthetic data sets.
| | Dataset | ELMA | ELMB | SS-ELM | D-SOS-ELM | LapTELM | LGS-OSELM | | Acc% (c) | Acc% (c) | Acc% (c, A, k) | Acc% (c) | Acc% (C1, c2, k) | Acc% (c, k) |
| | Flame | 79.73 | 99.23 | 90.83 | 97.67 | 97.86 | 98.83 | | (100) | (100) | (100, 102, 5) | (100) | (100, 0.01, 15) | (100, 15) | | Jain | 76.55 | 98.39 | 85.03 | 94.87 | 95.64 | 98.16 | | (10−2) | (10−2) | (10−2, 102, 15) | (102) | (10−2, 0.05, 10) | (10−2, 10) |
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