Decision tree and random forest classification algorithms for mangrove forest mapping in Sembilang National Park, Indonesia
Sembilang National Park, one of the best and largest mangrove areas in Indonesia, is very
vulnerable to disturbance by community activities. Changes in the dynamic condition of …
vulnerable to disturbance by community activities. Changes in the dynamic condition of …
[HTML][HTML] Adolescents' depression and anxiety symptoms during the COVID-19 pandemic: Longitudinal evidence from COMPASS
Purpose There is concern over the potentially detrimental impact of the COVID-19 pandemic
on adolescents' mental health. We examined changes in depression and anxiety symptoms …
on adolescents' mental health. We examined changes in depression and anxiety symptoms …
Inequitable Changes in School Connectedness During the Ongoing COVID‐19 Pandemic in a Cohort of Canadian Adolescents
ABSTRACT BACKGROUND We examined whether subgroups of adolescents experienced
disparate changes in school connectedness—a robust predictor of multiple health outcomes …
disparate changes in school connectedness—a robust predictor of multiple health outcomes …
Exploring risk factors and their differences on suicidal ideation and suicide attempts among depressed adolescents based on decision tree model
Y Wang, J Liu, S Chen, C Zheng, X Zou… - Journal of affective …, 2024 - Elsevier
Background Suicide has been recognized as a major global public health issue. Depressed
adolescents are more prone to experiencing it. We explore risk factors and their differences …
adolescents are more prone to experiencing it. We explore risk factors and their differences …
Using random forest to identify correlates of depression symptoms among adolescents
Purpose Adolescent depression is a significant public health concern, and studying its
multifaceted factors using traditional methods possess challenges. This study employs …
multifaceted factors using traditional methods possess challenges. This study employs …
The Longitudinal Association between Multiple Frailty Criteria and Depressive Symptomatology Five Years Later in Older Adults: A Decision Tree Modelling Approach
Background: To examine the longitudinal association between frailty criteria and depression
(DEP) in a large sample of older Europeans using decision tree models, and to examine …
(DEP) in a large sample of older Europeans using decision tree models, and to examine …
Using Decision Trees to Examine the Influence of the School Environment on Youth Mental Health
K Battista - 2022 - uwspace.uwaterloo.ca
Youth mental health is a current public health priority in Canada, with nearly one in four
young people living with a mental illness. The contextual school environment can be …
young people living with a mental illness. The contextual school environment can be …
[PDF][PDF] Classification of mental illness risk among employees in workplace using machine learning
AN Rahmat, NEN Bazin, ZM Yunos, R Alwee… - 2023 - elsp-homepage.oss-cn-hongkong …
This paper addresses the growing concern of workplace mental illness, impacting
productivity and organizational well-being. Employing machine learning, a classification …
productivity and organizational well-being. Employing machine learning, a classification …