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Table 5 Results for the five class problem with the EEG database (scenario 3)

From: Time–frequency based feature selection for discrimination of non-stationary biosignals

Methodology Accuracy (%) Sensitivity (%) Specificity (%)
Tiling + PLS [5] 79.40±7.00 Z 71.00±16.33 93.00±3.07
   O 83.00±11.60 94.75±3.81
   N 85.00±13.54 92.25±4.16
   F 73.00±14.94 95.00±3.54
   S 85.00±8.50 99.25±1.21
Method 4 91.00±1.94 Z 93.00±6.75 97.00±2.58
   O 94.00±6.99 99.25±1.21
   N 94.00±5.16 95.00±2.64
   F 77.00±9.49 98.00±2.30
   S 97.00±4.83 99.50±1.05
Method 8 94.40±3.75 Z 99.00±3.16 98.25±2.06
   O 95.00±7.07 99.50±1.58
   N 96.00±5.16 97.00±1.58
   F 88.00±10.33 98.50±1.75
   S 94.00±6.99 99.75±0.79