TABLE I.
List of All The Features Extracted From Each Epoch of The Signal
| S/N | Name | Description |
|---|---|---|
| 1 | Mean | The mean value of the time series signal |
| 2 | Median | The median value of the time series signal |
| 3 | RMS | The root mean square value of the time series signal |
| 4 | Max | Maximum value of the signal |
| 5 | Min | Minimum value of the signal |
| 6 | SD | Standard deviation of the signal |
| 7 | MedFreq | The median value of the frequency |
| 8 | FreqPX1 | Cutoff value of the first peak |
| 9 | FreqPX2 | Cutoff value of the second peak |
| 10 | FreqPY1 | Ordinate of the first peak |
| 11 | FreqPY2 | Ordinate of the second peak |
| 12 | PFreq | Peak value of frequency |
| 13 | NPeak | Number of peaks in a spectrum |
| 14 | IntFreq | Integral of the frequency spectrum |
| 15 | Avg | Average value of the sample points |
| 16 | SqrMag25 | The square sum of the magnitude below 25% |
| 17 | SqrMag75 | The square sum of the magnitude below 75% |