Additive models: flexibility and readability at the same time
Every feature has its own curve but the curves do not mix. That constraint buys accuracy and leaves the model readable.
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Sources
- Hastie, T. & Tibshirani, R. 1990 · Generalized Additive Models · Chapman & Hall
- Hastie, T., Tibshirani, R. & Friedman, J. 2009 · The Elements of Statistical Learning, Bölüm 9.1 · Springer
- Wood, S. N. 2017 · Generalized Additive Models: An Introduction with R, 2. baskı · CRC Press
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