Table 23 Features significant in WHO-5 regression
From: Predicting subjective well-being in a high-risk sample of Russian mental health app users
Feature | Mean importance | Count in 10-CV |
|---|---|---|
GAME_1/GAME | −5.30288559374647 | 7 |
ENTERTAINMENT_1/ENTERTAINMENT | 4.48794365614162 | 7 |
HEALTH+MEDICAL_1/HEALTH+MEDICAL | 2.6216421331719 | 6 |
AppUsage9-12Ratio | 7.2634466399016 | 6 |
PERSONALIZATION_0/0 | −3.93650446203669 | 6 |
EDUCATION+PRODUCTIVITY_3/EDUCATION+PRODUCTIVITY | −2.75547290725553 | 6 |
TOOLS_6/6 | −3.38562106644281 | 5 |
SOCIAL+COMMUNICATION+DATING_1/SOCIAL+COMMUNICATION+DATING | 7.08554306182447 | 5 |
GAME_3/GAME | 2.11983623880978 | 5 |
OTHER_1/OTHER | −1.6572596556467 | 5 |
Bio_RuLIWC | −20.8118206754822 | 5 |
(face-blowing-a-kiss_emoji)_UNKN | 35.1292524225535 | 5 |
EDUCATION+PRODUCTIVITY_7/EDUCATION+PRODUCTIVITY | −1.52932660473865 | 5 |
Negative_month | −32.9859591887424 | 5 |
Negative_year | −28.7441191861823 | 5 |
Negative_all | −22.8213190036261 | 5 |
но_CONJ | −16.0358199801479 | 5 |
ENTERTAINMENT_3/ENTERTAINMENT | 1.89327664411053 | 5 |
PHOTOGRAPHY_0/PHOTOGRAPHY | −1.86907348608951 | 5 |
AppUsage6-9Ratio | 3.86122248368424 | 4 |
See_RuLIWC | −17.771085104379 | 4 |
Percept_RuLIWC | −16.0075235125978 | 4 |
PHOTOGRAPHY_4/4 | −11.8301205279096 | 4 |
SOCIAL+COMMUNICATION+DATING_7/SOCIAL+COMMUNICATION+DATING | 5.36396284427798 | 4 |
OTHER_6/OTHER | −2.72825023219845 | 4 |
PERSONALIZATION_2/PERSONALIZATION | −2.65288208258266 | 4 |
хорошо_ ADV | 11.8899128397086 | 4 |
HEALTH+MEDICAL_1/1 | −12.7633565212712 | 4 |
PERSONALIZATION_0/PERSONALIZATION | −1.96354072113084 | 4 |
EDUCATION+PRODUCTIVITY_5/5 | −8.71922494241247 | 4 |
gender_merged | 1.72537700855949 | 4 |
PHOTOGRAPHY_4/PHOTOGRAPHY | −1.737331956631 | 4 |
EDUCATION+PRODUCTIVITY_4/EDUCATION+PRODUCTIVITY | 1.25522498498395 | 4 |
ENTERTAINMENT_0/ENTERTAINMENT | −1.36074073571704 | 4 |
SOCIAL+COMMUNICATION+DATING_6/6 | 2.22405894249721 | 4 |
ENTERTAINMENT_6/ENTERTAINMENT | 0.966349839431597 | 3 |
PHOTOGRAPHY_1/1 | −4.02406844554479 | 3 |
OTHER_4/4 | −2.7677868583523 | 3 |
OTHER_5/OTHER | 3.85343503542729 | 3 |
PHOTOGRAPHY_1/PHOTOGRAPHY | 3.71328277476559 | 3 |
PERSONALIZATION_1/PERSONALIZATION | −3.35252125337103 | 3 |
AppUsage15-18Ratio | −3.26882386884001 | 3 |
SOCIAL+COMMUNICATION+DATING_4/4 | −3.31997843801445 | 3 |
HEALTH+MEDICAL_4/HEALTH+MEDICAL | −0.9428147681181 | 3 |
PERSONALIZATION_3/3 | −3.84520578986224 | 3 |
HEALTH+MEDICAL_2/2 | 3.92987294169931 | 3 |
PHOTOGRAPHY_3/PHOTOGRAPHY | 0.40923079097447 | 3 |
PHOTOGRAPHY_6/PHOTOGRAPHY | −1.29996830780878 | 3 |
OTHER_1/1 | −0.784546722768581 | 3 |
altersdiff | −0.92538030647002 | 3 |
OTHER_0/OTHER | 2.25557936917862 | 3 |
PHOTOGRAPHY_6/6 | 9.01538392975499 | 2 |
SOCIAL+COMMUNICATION+DATING_4/SOCIAL+COMMUNICATION+DATING | 5.87503025553596 | 2 |
обжечь_ VERB | −48,599.526427015 | 2 |
офф_UNKN | −28,194.9413170442 | 2 |
PHOTOGRAPHY_0/0 | 3.92198345485137 | 2 |
SOCIAL+COMMUNICATION+DATING_5/SOCIAL+COMMUNICATION+DATING | −2.50586082868358 | 2 |
жестокий_ADJ | −21,716.6197777305 | 2 |
потерянный_ADJ | −20,316.8257664484 | 2 |
тратиться_VERB | −17,634.6227724749 | 2 |
PHOTOGRAPHY_7/PHOTOGRAPHY | −1.20678360573034 | 2 |
OTHER_0/0 | −1.44570452070656 | 2 |
OTHER_3/OTHER | 1.37984322453403 | 2 |
пригонять_VERB | 21,225.458567208 | 2 |
дропнуть_VERB | −53,030.1050709822 | 2 |
OTHER_6/6 | 4.06504182009785 | 2 |
предать_VERB | 36,199.9239128262 | 2 |
AppUsage12-15Ratio | −4.38636786177102 | 2 |
червь_NOUN | 55,826.7353210136 | 2 |
ущербный_ADJ | −26,488.8457950415 | 2 |
ооохнуть_VERB | −20,570.0983686645 | 2 |
магнитный_ADJ | 19,900.8586557732 | 2 |
оооохнуть_VERB | −34,380.0974521155 | 2 |
блч_UNKN | −19,552.7345641462 | 2 |
приобнять_VERB | 49,086.8536049488 | 2 |
SOCIAL+COMMUNICATION+DATING_0/0 | 0.00300824222269163 | 2 |
вифя_NOUN | −22,048.0034645223 | 2 |
TOOLS_2/TOOLS | −1.55091403718346 | 2 |
growth-2to-1weighted | −0.506104865550831 | 2 |
вообще_ ADV | −5.14238891529362 | 2 |
привет_ NOUN | 12.8226744206666 | 2 |
он_NPRO | −18.0820059246943 | 2 |
GAME_0/GAME | 1.55931076688544 | 2 |
GAME_0/0 | −1.05587959441984 | 2 |
GAME_3/3 | −2.654246487825 | 2 |
PHOTOGRAPHY_5/5 | 17.2783798216844 | 2 |
HEALTH+MEDICAL_7/7 | 2.71003871145643 | 2 |
EDUCATION+PRODUCTIVITY_1/1 | −1.52282930897709 | 2 |
EDUCATION+PRODUCTIVITY_2/EDUCATION+PRODUCTIVITY | −1.07500201275638 | 2 |
HEALTH+MEDICAL_0/0 | 3.6972143104661 | 2 |
Social_RuLIWC | 21.8729634558609 | 2 |
TOOLS_3/TOOLS | 0.807683500445982 | 2 |
TOOLS_6/TOOLS | 1.50491110974576 | 2 |
ENTERTAINMENT_4/ENTERTAINMENT | −0.841292236238171 | 2 |
ENTERTAINMENT_7/ENTERTAINMENT | −0.53781828777184 | 2 |
PERSONALIZATION_1/1 | 2.05013057484557 | 2 |
PERSONALIZATION_2/2 | 2.41275356218853 | 2 |
PERSONALIZATION_4/PERSONALIZATION | −0.277615145486821 | 2 |
TOOLS_4/TOOLS | −0.332621565714857 | 2 |
PERSONALIZATION_6/PERSONALIZATION | 1.98331184812083 | 2 |
ханна_NOUN | −20,365.7841289252 | 1 |
отбирать_VERB | −16,422.664060777 | 1 |
шлюшка_ NOUN | 7462.2668479906 | 1 |
интим_NOUN | −8415.75871614007 | 1 |
отл_UNKN | 18,240.2790750433 | 1 |
бабочка_NOUN | 22,242.8428202378 | 1 |
кпоп_NOUN | −22,706.902332252 | 1 |
объёмный_ADJ | −30,296.798373289 | 1 |
упад_NOUN | −17,378.1196878735 | 1 |
анимешник_NOUN | −8288.74761112379 | 1 |
хотя_CONJ | −2.32750500704937 | 1 |
критерий_NOUN | 37,329.1994647902 | 1 |
слишком_ADV | −2.67847601625444 | 1 |
AppUsage18-21Ratio | 3.02994634652915 | 1 |
EDUCATION+PRODUCTIVITY_7/7 | 3.4977040679328 | 1 |
выглянуть_VERB | −19,143.9898454013 | 1 |
хдд_UNKN | −2.41764183408381 | 1 |
PERSONALIZATION_3/PERSONALIZATION | −1.45062334734687 | 1 |
загуглила_NOUN | 38,940.8898266739 | 1 |
HEALTH+MEDICAL_2/HEALTH+MEDICAL | −1.70766506251123 | 1 |
SOCIAL+COMMUNICATION+DATING_1/1 | 0.214043849547984 | 1 |
SOCIAL+COMMUNICATION+DATING_7/7 | 0.118134328089427 | 1 |
GAME_6/GAME | 0.334957523880728 | 1 |
GAME_7/7 | 2.06442883253146 | 1 |
EDUCATION+PRODUCTIVITY_3/3 | 1.17072928106647 | 1 |
TOOLS_0/0 | 0.690890866736 | 1 |
TOOLS_5/5 | 1.77062991115663 | 1 |
TOOLS_7/TOOLS | 1.2692618820954 | 1 |
ENTERTAINMENT_3/3 | 4.91803252713477 | 1 |
PERSONALIZATION_5/PERSONALIZATION | −0.015250988462515 | 1 |
HEALTH+MEDICAL_5/HEALTH+MEDICAL | −0.949406780362511 | 1 |
Alters_-7 | 0.0266628614988393 | 1 |
SOCIAL+COMMUNICATION+DATING_2/SOCIAL+COMMUNICATION+DATING | −1.16690389645055 | 1 |
SOCIAL+COMMUNICATION+DATING_6/SOCIAL+COMMUNICATION+DATING | −3.05422385174122 | 1 |
PHOTOGRAPHY_2/2 | 0.335187657879573 | 1 |
PHOTOGRAPHY_5/PHOTOGRAPHY | 1.93680325337435 | 1 |
OTHER_4/OTHER | 2.1244521858398 | 1 |
OTHER_5/5 | −2.29647607260118 | 1 |
OTHER_7/7 | 2.51738861629993 | 1 |
AppUsage0-3Ratio | −2.10969417137118 | 1 |
GAME_1/1 | −1.06574716160273 | 1 |
PERSONALIZATION_7/7 | 0 | 1 |
джуна_NOUN | −45,463.0625569559 | 1 |