References
Ben-Hur, Asa, David Horn, Hava T. Siegelmann, and Vladimir Vapnik. 2002.
“Support Vector Clustering.” J. Mach. Learn. Res.
2 (March): 125–37.
Breiman, Leo. 2001. “Random Forests.”
Machine Learning 45 (1): 5–32. https://doi.org/10.1023/A:1010933404324.
Friedman, Jerome H. 2001. “Greedy function
approximation: A gradient boosting machine.” The
Annals of Statistics 29 (5): 1189–1232. https://doi.org/10.1214/aos/1013203451.
Friedman, Jerome, Trevor Hastie, and Robert Tibshirani. 2010.
“Regularization Paths for Generalized Linear Models via Coordinate
Descent.” Journal of Statistical Software 33 (1). https://doi.org/10.18637/jss.v033.i01.
Hart, Sergiu. 1989. “Shapley Value.” In
Game Theory, edited by John Eatwell, Murray
Milgate, and Peter Newman, 210–16. The New
Palgrave. London: Palgrave Macmillan UK. https://doi.org/10.1007/978-1-349-20181-5\_25.
Hoeymans, Nancy, Anna A. Garssen, Gert P. Westert, and Peter FM Verhaak.
2004. “Measuring Mental Health of the Dutch
Population: A Comparison of the GHQ-12 and the
MHI-5.” Health and Quality of Life Outcomes
2 (1): 23. https://doi.org/10.1186/1477-7525-2-23.
Lundberg, Scott M., Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M.
Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, and
Su-In Lee. 2020. “From Local Explanations to Global Understanding
with Explainable AI for Trees.” Nature Machine
Intelligence 2 (1): 56–67. https://doi.org/10.1038/s42256-019-0138-9.
Lundberg, Scott M, and Su-In Lee. 2017. “A Unified
Approach to Interpreting Model
Predictions.” In Advances in Neural
Information Processing Systems
30, edited by I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R.
Fergus, S. Vishwanathan, and R. Garnett, 4765–74. Curran Associates,
Inc. http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf.
Rumpf, Hans-Jürgen, Christian Meyer, Ulfert Hapke, and Ulrich John.
2001. “Screening for Mental Health: Validity of the
MHI-5 Using DSM-IV
Axis I Psychiatric Disorders as Gold
Standard.” Psychiatry Research 105 (3): 243–53. https://doi.org/10.1016/s0165-1781(01)00329-8.
Thorsen, Sannie Vester, Reiner Rugulies, Pernille U. Hjarsbech, and
Jakob Bue Bjorner. 2013. “The Predictive Value of Mental Health
for Long-Term Sickness Absence: The Major
Depression Inventory (MDI) and
the Mental Health Inventory
(MHI-5) Compared.” BMC Medical Research
Methodology 13 (1): 115. https://doi.org/10.1186/1471-2288-13-115.
Yamazaki, Shin, Shunichi Fukuhara, and Joseph Green. 2005.
“Usefulness of Five-Item and Three-Item Mental
Health Inventories to Screen for Depressive
Symptoms in the General Population of Japan.”
Health and Quality of Life Outcomes 3 (1): 48. https://doi.org/10.1186/1477-7525-3-48.