Table 2. Comparison of classification performance of feature and sample selection (in %).
| Selection | AD vs. NC | MCI vs. NC | pMCI vs. sMCI | |||
|---|---|---|---|---|---|---|
| ACC | AUC | ACC | AUC | ACC | AUC | |
| Sample only | 88.9† | 95.1† | 74.9† | 80.7† | 76.2† | 84.5† |
| Feature only | 91.3* | 96.4* | 77.3† | 85.0† | 78.1† | 85.9† |
| Sample + Feature | 92.4 | 97.4 | 80.1 | 87.2 | 80.8 | 88.3 |
Symbol † indicates p < 0.01 in the t-test as compared to the proposed method, and * means p < 0.05.