Feature engineering: changing the result without changing the model
The same data, the same model, different columns. Sometimes one column does more work than a model twenty times bigger.
4 steps
175 XP
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Sources
- Zheng, A. & Casari, A. 2018 · Feature Engineering for Machine Learning · O’Reilly
- Hastie, T., Tibshirani, R. & Friedman, J. 2009 · The Elements of Statistical Learning, Bölüm 5.1 · Springer
- Kuhn, M. & Johnson, K. 2019 · Feature Engineering and Selection · CRC Press
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