From: Predicting subjective well-being in a high-risk sample of Russian mental health app users
Features | Best model | Results | ||
---|---|---|---|---|
MAE | Pearson R | R-2 | ||
Mean baseline | 0.1542 | – | – | |
Median baseline | 0.1533 | – | – | |
Words | Lasso | 0.1441 | 0.3179 | 0.0817 |
RuLIWC | Lasso | 0.1529 | 0.1276 | 0.0197 |
AppCats | ElasticNet | 0.1511 | 0.2172 | 0.0329 |
Behavior | DecisionTree | 0.1497 | 0.2463 | 0.0096 |
Clusters | Lasso | 0.1516 | 0.1533 | 0.0241 |
Clusters + RuLIWC + Words | AdaBoost | 0.1436 | 0.3202 | 0.081 |
AppCats + RuLIWC + Behavior + Words | ElasticNet | 0.1438 | 0.367 | 0.1193 |