Research Article
A Feature Selection Algorithm Integrating Maximum Classification Information and Minimum Interaction Feature Dependency Information
Table 1
Experimental data set description.
| No. | Data set | Samples | Features | Categories | Data sources |
| 1 | Lymphography | 148 | 18 | 8 | UCI | 2 | Dermatology | 358 | 34 | 6 | UCI | 3 | Cardiotocography | 2126 | 41 | 3 | UCI | 4 | Pendigits | 7494 | 16 | 10 | UCI | 5 | Lung | 203 | 3312 | 5 | ASU | 6 | Carcinom | 174 | 9182 | 11 | ASU | 7 | Nci9 | 60 | 9712 | 9 | ASU | 8 | PCMAC | 1943 | 3289 | 2 | ASU | 9 | Pixraw10P | 100 | 10,000 | 10 | ASU | 10 | SMK-CAN-187 | 187 | 19,993 | 2 | ASU | 11 | Lymphoma | 96 | 4026 | 9 | ASU | 12 | COIL20 | 1440 | 1024 | 20 | ASU |
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