Table 3 Experimental results data of static section
Algorithm | Recall | Average precision (%) | Time cost (ms) | Accuracy/time cost P-value |
|---|---|---|---|---|
LDA + SVMrbf | 0.85/0.92/1.00/0.80 | 89.39 | 1.10 | 0.698/ < < 0.01 |
LDA + SVMlin | 0.85/0.96/1.00/0.83 | 90.90 | 0.50 | – |
PCA + SVMlin | 0.82/0.90/1.00/0.86 | 89.49 | 0.89 | 0.690/ < < 0.01 |
PCA + SVMrbf | 0.89/0.91/1.00/0.90 | 92.41 | 2.07 | 0.623/ < 0.01 |
LDA + NN | 0.82/0.95/1.00/0.81 | 89.75 | 0.46 | 0.765/0.388 |