Research Article
A New Hybrid Algorithm for Bankruptcy Prediction Using Switching Particle Swarm Optimization and Support Vector Machines
Table 1
Performance comparison.
| Model name | | | Prediction accuracy (%) | Time (s) |
| SVM | 2.0 | 1.0 | 57.1429 | 2.144917 | GA-SVM | 1.62601 | 0.348282 | 98.4127 | 220.315372 | PSO-SVM | 0.676155 | 0.430108 | 94.4127 | 85.521112 | SPSO-SVM | 1.85627 | 0.939559 | 99.2063 | 74.847488 |
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