Table 1 Selected features and GA parameters value using D1 and D2
From: Classification of vasovagal syncope from physiological signals on tilt table testing
No. | CP | MP | CIP | MIP | Tournament size | Scores | Features |
|---|---|---|---|---|---|---|---|
Value of selected features of GA by D1 | |||||||
 1 | 0.5 | 0.1 | 0.4 | 0.05 | 1 | 93.2 | 'CV_HR_S', 'SD_SBP_S', 'RMSRV_SBP_S', 'CV_DBP_S', 'CV_HR_T', 'Lfnu_SBP_T', 'SD_DBP_T', 'CV_DBP_T' |
 2 | 0.5 | 0.2 | 0.4 | 0.05 | 1 | 92.79 | Hfnu_RRI_S', 'Hfnu_SBP_S’, ‘SBP_T', 'CV_SBP_T', 'CV_DBP_T' |
 3 | 0.5 | 0.2 | 0.5 | 0.05 | 1 | 93.39 | Age', 'ARV_SBP_S', 'SDRV_SBP_S', 'Hfnu_SBP_S', 'Lfnu_SBP_S', 'CV_DBP_S', 'CV_SBP_T', 'Lfnu_DBP_T' |
 4 | 0.5 | 0.2 | 0.5 | 0.04 | 1 | 93.1 | 'Hfnu_RRI_S', 'CV_SBP_S', 'LFHF_RRI_T', 'CV_SBP_T', 'SDRV_SBP_T', 'Lfnu_SBP_T', 'CV_DBP_T' |
 5 | 0.5 | 0.2 | 0.5 | 0.04 | 3 | 95.0 | 'SD_SBP_S', 'DBP_S', 'CV_DBP_S', 'RMSRV_DBP_S', 'SD_HR_T', 'SBP_T', 'CV_SBP_T', 'Lfnu_SBP_T', 'SD_DBP_T', 'CV_DBP_T' |
Value of selected features of GA by D2 | |||||||
 1 | 0.5 | 0.1 | 0.4 | 0.05 | 1 | 94.3 | 'DBP_S', 'Hfnu_DBP_S', 'SBP_T', 'CV_SBP_T', 'SDRV_SBP_T', 'Lfnu_SBP_T', 'LFHF_SBP_T', 'CV_DBP_T', 'Lfnu_DBP_T' |
 2 | 0.5 | 0.2 | 0.4 | 0.05 | 1 | 93.3 | 'Age', 'Hfnu_SBP_S', 'Lfnu_DBP_S', 'CV_HR_T', 'SDRV_HR_T', 'CV_SBP_T', 'SDRV_SBP_T', 'SD_DBP_T', 'Lfnu_DBP_T' |
 3 | 0.5 | 0.2 | 0.5 | 0.05 | 1 | 93.2 | 'Hfnu_RRI_S', 'SD_SBP_S', 'DBP_Supine', 'SDRV_DBP_S', 'SD_HR_T', 'SDRV_HR_T', 'SBP_T', 'ARV_SBP_T', 'CV_DBP_T', 'Lfnu_DBP_T' |
 4 | 0.5 | 0.2 | 0.5 | 0.04 | 1 | 93.1 | 'SD_SBP_S', 'SDRV_SBP_S', 'CV_SBP_T', 'ARV_SBP_T', 'Lfnu_SBP_T', 'SD_DBP_T', 'CV_DBP_T', 'Hfnu_DBP_T' |
 5 | 0.5 | 0.2 | 0.5 | 0.04 | 3 | 95.8 | 'Age', 'DBP_S', 'CV_DBP_S', 'LFHF_RRI_T', 'SBP_T', 'CV_SBP_T', 'Lfnu_SBP_T', 'SD_DBP_T', 'CV_DBP_T' |