Research Article
Improved SpikeProp for Using Particle Swarm Optimization
Table 8
Result of testing in terms of accuracy.
| ā | Testing | SpikeProp | Model 1 | Model 2 | Model 5 | BP |
| Breast cancer | 48.82 | 62.7 | 53.46 | 63.28 | 32.21 | BTX | 60.52 | 71.15 | 70.42 | 73.57 | 41.77 | Diabetes | 25.99 | 44.45 | 43.31 | 50.8 | 18 | Heart | 32.81 | 45.4 | 38.56 | 51.81 | 14.64 | Hepatitis | 8.78 | 18.42 | 16.5 | 23.65 | 4.33 | Iris | 77.66 | 84.66 | 80.73 | 96.03 | 50.03 | Liver | 8.55 | 28.55 | 20.48 | 28.79 | 2.8 | Wine | 56.84 | 70.53 | 67.53 | 73.24 | 40.13 |
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