Research Article

Pattern Classification of Signals Using Fisher Kernels

Table 6

SVM performance results for biomedical time-series.

Dataset Sensitivity (%) Specificity (%) Error rate (%) Classification accuracy (%)

3D Fisher scores 94.7 84.0 11.37 88.63
6D Fisher scores 89.4 96.0 6.82 93.18