Research Article
Feature Selection Based on BP Neural Network and Adaptive Particle Swarm Algorithm
Table 1
Average accuracy of different data sets.
| Item | PalmData25 | LIHC | PRAD | t-test | Wilcoxon test | Original feature |
| BP-PSO | 1.09 | 1.91 | 1.55 | 1.78 | 1.05 | 1.99 | DTree | 1.72 | 1.09 | 2.33 | 1.55 | 3.57 | 2.76 | NDFS | 4.43 | 4.22 | 5.01 | 4.37 | 5.33 | 5.9 | RF | 1.21 | 3.41 | 2.59 | 4.61 | 2.14 | 5.44 | BP-PSO | 1.42 | 2.64 | 2.54 | 3.42 | 4.75 | 1.81 | THCA | 6.24 | 3.35 | 5.85 | 1.12 | 5.51 | 3.33 |
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