Research Article
Hybrid Mammogram Classification Using Rough Set and Fuzzy Classifier
Table 6
The influence of the number of PC on accuracy of the results while learning rate, mapping range, and threshold parameters are kept constants.
| PC | Set no. 1 | Set no. 2 | Set no. 3 | Set no. 4 |
| 5 | 62.19% | 78.99% | 69.75% | 80.67% | 6 | 63.03% | 81.52% | 69.75% | 80.67% | 7 | 62.19% | 83.19% | 69.75% | 81.52% | 8 | 68.91% | 78.15% | 74.79% | 84.03% | 9 | 68.07% | 74.79% | 73.95% | 78.99% | 10 | 67.23% | 75.63% | 71.43% | 73.95% |
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