Research Article
Two Kinds of Classifications Based on Improved Gravitational Search Algorithm and Particle Swarm Optimization Algorithm
Table 1
Tested accuracy rates of I-PSO-GSA, PSO-GSA, PSO, and GSA with
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| | | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 |
| | I-PSO-GSA | 95.56% | 91.11% | 91.11% | 95.56% | 92.60% | 96.30% | 94.81% | 96.30% | 94.81% | | PSO-GSA | 85.93% | 86.67% | 85.93% | 85.93% | 85.93% | 85.93% | 85.93% | 86.67% | 85.93% | | PSO | 76.30% | 85.19% | 80% | 84.44% | 77.78% | 60.74% | 83.70% | 85.19% | 71.85% | | GSA | 81.48% | 79.26% | 57.78% | 86.67% | 80.74% | 85.19% | 80.74% | 86.67% | 85.93% |
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