Concepedia

Prediction of Suicidal Thoughts and Suicide Attempts in People Who Gamble Based on Biological-Psychological-Social Variables: A Machine Learning Study

M. Hasan Mohajeri, Negin Towsyfyan, Natalie Tayim, Bita Bazmi Faroji, Mohammadreza Davoudi

Psychiatric Quarterly · 2024 · 12 citations · 36 references

Concepts

ComputingBehavioral SciencesPsychologyDecision TheoryMachine LearningSuicide PreventionAddictionBehavioral Decision-makingRisk PredictionSuicide Risk AssessmentEarly Identification Of SuicidalityMachine Learning AnalyticsPredictors Of Suicide RiskSuicide Attempt RiskSuicide Attempts AssessmentSuicide Prediction ModelsSuicide Risk DetectionSuicide Risk Recognition

References

36

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

Popular Ensemble Methods: An Empirical Study

David W. Opitz, Richard Maclin · Journal of Artificial Intelligence Research · 1999 · 3K citations · Full text

Computing, Computer Science, Ensemble Performance +15

An empirical comparison of supervised learning algorithms

Rich Caruana, Alexandru Niculescu-Mizil · 2006 · 2.7K citations

Computing, Computer Science, Data Science +17

Logistic regression was as good as machine learning for predicting major chronic diseases

Simon Nusinovici, Yih Chung Tham, Marco Yu Chak Yan et al. · Journal of Clinical Epidemiology · 2020 · 526 citations

Computing, Biostatistics, Clinical Decision Support +14