Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity.
Robert A. LewisAsma GhandehariounSzymon FedorPaola PedrelliRosalind W. PicardDavid MischoulonPublished in: CoRR (2023)
Keyphrases
- random forests
- mixed effects
- random effects
- regression trees
- random forest
- ensemble methods
- logistic regression
- decision trees
- machine learning algorithms
- tree ensembles
- conformal prediction
- linear model
- decision tree ensembles
- randomized trees
- computer vision
- multi label
- model selection
- simulated annealing
- feature set
- regression problems
- optical flow
- pairwise
- regression forests