Table 4 Feature rankings by data slicea.
All | Typing + Accel | Typing | Accel | |
|---|---|---|---|---|
1 | PHQ_before_1w | medianPressDur | medianPressDur | n_XYZ |
2 | Age | medianX | nKeypresses | count_Xhorizontal |
3 | phoneSize | Xmotion_sd | bkspRate_wkSD | arc_sum |
4 | MDQdiag | arc_sum | Avg_nAutocorrect | medianX |
5 | Gender | n_XYZ | AvgVarAB | Ymotion_sum |
6 | medianPressDur | autocorrectRate_wkSD | autocorrectRate_wkSD | medianZ |
7 | BD_binary | medianIKD | medIKD_wkSD | Xmotion_sum |
8 | Depression | Avg_nAlphanum | medianIKD | Zmotion_sd |
9 | PTSD | medianDistCenter | backspaceRate | Ymotion_sd |
10 | Anxiety | medIKD_wkSD | medianDistCenter | Zmotion_sum |
11 | count_Xhorizontal | bkspRate_wkSD | Avg_nBackspace | Xmotion_sd |
12 | ADHD | AvgMedAA | distToCenterPrevRatioAA | medianY |
13 | SubstanceAddictionDisorder | backspaceRate | AvgMedAA | |
14 | n_XYZ | Avg_nAutocorrect | AvgVarBB | |
15 | arc_sum | autocorrectRate | AvgMAD_AA | |
16 | OCD | AvgVarAB | autocorrectRate | |
17 | medianDistCenter | AvgMedBB | Avg90PercentileAA | |
18 | Avg_nBackspace | AvgVarBB | Avg_nAlphanum | |
19 | backspaceRate | Avg_medPressDuration | AvgVarAA | |
20 | nKeypresses | Zmotion_sum | AvgMedBB | |
21 | AvgMAD_AA | Ymotion_sum | Avg_medPressDuration | |
22 | Avg_nAutocorrect | AvgMedAB | AvgMedAB | |
23 | AvgMedBB | medianZ | ||
24 | AvgVarBB | nKeypresses | ||
25 | NoneOfTheseDiag | AvgMAD_AA | ||
26 | autocorrectRate | Avg_nBackspace | ||
27 | medianZ | count_Xhorizontal | ||
28 | AvgVarAB | AvgVarAA | ||
29 | autocorrectRate_wkSD | distToCenterPrevRatioAA | ||
30 | medianX | Zmotion_sd | ||
31 | medianIKD | Xmotion_sum | ||
32 | Avg90PercentileAA | Avg90PercentileAA | ||
33 | Ymotion_sum | medianY | ||
34 | distToCenterPrevRatioAA | Ymotion_sd | ||
35 | AvgMedAA | |||
36 | Avg_nAlphanum | |||
37 | AvgMedAB | |||
38 | Ymotion_sd | |||
39 | Xmotion_sd | |||
40 | medIKD_wkSD | |||
41 | Zmotion_sum | |||
42 | Avg_medPressDuration | |||
43 | medianY | |||
44 | AvgVarAA | |||
45 | bkspRate_wkSD | |||
46 | SeasonalAffectiveDisorder | |||
47 | Zmotion_sd | |||
48 | Xmotion_sum | |||
49 | Schizophrenia | |||
50 | Diag_PreferNotAnswer |
