Research Article

Pattern Classification of Signals Using Fisher Kernels

Table 3

SVM performance results for financial time-series.

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

3D Fisher scores 92.8 100.0 3.57 96.43
6D Fisher scores 96.0 99.21 2.38 97.62