Coefficient tree regression: fast, accurate and interpretable predictive modeling
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s10994-021-06091-7.pdf
Reference45 articles.
1. Akaike, H. (1987). Factor analysis and AIC. Springer.
2. Blanquero, R., Carrizosa, E., Jiménez-Cordero, A., & Martín-Barragán, B. (2019). Functional-bandwidth kernel for support vector machine with functional data: An alternating optimization algorithm. European Journal of Operational Research, 275(1), 195–207.
3. Bondell, H. D., & Reich, B. J. (2008). Simultaneous regression shrinkage, variable selection and clustering of predictors with OSCAR. Biometrics, 64(1), 115–123.
4. Breheny, P. (2015). The group exponential lasso for bi-level variable selection. Biometrics, 71(3), 731–740.
5. Breheny, P. H. J. (2009). Penalized methods for bi-level variable selection. Stat Interface, 2(3), 369–380.
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