Table 2. Performance of different feature combinations for disease detection and quantification.
Groups | Accuracy | Destination | Method | ||
---|---|---|---|---|---|
SI* | DI* | SI* + DI* | |||
N vs. P | 98.31 | 86.44 | 89.83 | Disease detection | C-SVM |
P1 vs. P2&P3 | 73.91 | 91.30 | 91.30 | Disease quantification |
N: normal samples; P: CHF patients, in which 1 is of NYHA I-II, 2 is of NYHA III, 3 is of NYHA III-IV; SI: static indices; DI: dynamic indices;
* represents that significance level of features were under 0.1; C-SVM: classical SVM.