Keyphrases
South Korea
100%
Predicting the Future
100%
Machine Learning Algorithms
100%
Community-dwelling Adults
100%
Depression Onset
100%
Predictive Models
75%
Survey Data
50%
Early Identification
25%
Center for Epidemiologic Studies Depression Scale (CES-D)
25%
High Prevalence
25%
Overall Accuracy
25%
Area under the Receiver Operating Characteristic Curve
25%
Individual Identification
25%
Depression Risk
25%
Nationwide Survey
25%
10-fold Cross Validation
25%
Random Forest
25%
Familial Relationships
25%
Leisure
25%
Individuals at Risk
25%
Machine Learning Based
25%
Social Relationships
25%
Oversampling Technique
25%
Disability
25%
Hyperparameters
25%
Class Imbalance
25%
Tree Ensembles
25%
Holdout
25%
Learning-based Predictive Model
25%
Intervention Time
25%
Synthetic Minority
25%
Computer Science
Predictive Model
100%
Machine Learning Algorithm
100%
Sampling Technique
25%
Fold Cross Validation
25%
Random Decision Forest
25%
Characteristic Curve
25%
Ensemble Method
25%
Class Imbalance
25%
Machine Learning
25%
Learning System
25%
Leaning Parameter
25%
Psychology
Cross-Validation
100%
Depression Scale
100%
Learning Algorithm
100%
Leisure Activity
100%
Biochemistry, Genetics and Molecular Biology
Prevalence
100%
Social Interaction
100%
Random Forest
100%
Neuroscience
Machine Learning Algorithm
100%