Table 5 Top 10 features in the ranked feature lists (QA-based, total data, 10 s window).
Rank | Feature (extracted by QA algorithm with 10-s windows) | |||||
---|---|---|---|---|---|---|
Mean (times selected) | Median (times selected) | Variance (times selected) | Standard Deviation (times selected) | RMS (times selected) | Peak (times selected) | |
1st | N-back_12 (168) | ToL_16 (168) | CBT_2 (168) | ToL_16 (168) | CBT_8 (167) | N-back_11 (168) |
2nd | VFT_15 (167) | CBT_2 (167) | ToL_16 (167) | CBT_2 (167) | resting_15 (166) | Stroop_12 (167) |
3rd | recog_10 (166) | VFT_5 (166) | VFT_5 (165) | VFT_5 (166) | VFT_9 (166) | CBT_8 (165) |
4th | CBT_9 (165) | recog_9 (165) | CBT_19 (164) | recog_9 (165) | VFT_15 (165) | VFT_9 (164) |
5th | resting_15 (163) | recog_15 (164) | VFT_18 (164) | recog_15 (164) | VFT_4 (164) | Stroop_7 (161) |
6th | CBT_12 (161) | VFT_18 (161) | recog_9 (163) | recog_2 (160) | recog_9 (162) | VFT_15 (160) |
7th | emotion_0 (161) | VFT_15 (160) | VFT_20 (163) | VFT_18 (160) | emotion_0 (161) | emotion_0 (160) |
8th | recog_9 (160) | VFT_6 (160) | VFT_15 (162) | resting_1 (159) | CBT_2 (160) | ToL_9 (159) |
9th | CBT_8 (159) | recog_2 (159) | recog_15 (159) | VFT_15 (158) | CBT_9 (160) | VFT_12 (159) |
10th | CBT_13 (158) | recog_16 (157) | recog_2 (159) | VFT_6 (157) | resting_11 (159) | N-back_12 (159) |
Minimum (times selected) | Range (times selected) | Number of Peaks (times selected) | Sum of Peaks (times selected) | Skewness (times selected) | Kurtosis (times selected) | |
---|---|---|---|---|---|---|
1st | VFT_17 (167) | Stroop_7 (168) | recog_4 (168) | emotion_12 (167) | Stroop_14 (166) | VFT_1 (168) |
2nd | VFT_4 (167) | CBT_2 (167) | Stroop_20 (167) | recog_20 (166) | recog_11 (164) | Stroop_12 (167) |
3rd | VFT_15 (166) | CBT_7 (166) | CBT_5 (166) | recog_3 (165) | Stroop_10 (164) | CBT_9 (166) |
4th | VFT_9 (163) | N-back_5 (164) | resting_4 (163) | recog_18 (162) | emotion_14 (162) | N-back_0 (164) |
5th | resting_15 (161) | CBT_6 (164) | Stroop_9 (163) | Stroop_12 (162) | emotion_18 (162) | CBT_0 (161) |
6th | CBT_1 (161) | recog_2 (163) | restin_7 (161) | emotion_9 (161) | VFT_1 (162) | N-back_9 (160) |
7th | CBT_8 (160) | recog_9 (161) | ToL_20 (161) | CBT_5 (161) | Stroop_12 (162) | VFT_8 (160) |
8th | recog_9 (159) | recog_8 (160) | emotion_0 (161) | emotion_8 (161) | N-back_12 (161) | emotion_16 (159) |
9th | Stroop_7 (159) | recog_11 (160) | Stroop_8 (159) | CBT_11 (160) | CBT_2 (161) | VFT_15 (159) |
10th | VFT_5 (158) | N-back_10 (158) | VFT_19 (158) | ToL_10 (160) | Stroop_15 (159) | N-back_16 (158) |