FPCA default number of components is wrong

GAA-UAM / scikit-fda

Functional Data Analysis Python package

https://fda.readthedocs.io

BSD 3-Clause "New" or "Revised" License

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FPCA default number of components is wrong #507

Open vnmabus opened 1 year ago

vnmabus commented 1 year ago

Describe the bug By default, it is natural that FPCA returns as many components as possible. The current behaviour is to return only 3, which is not a good default. We should deprecate it and change it in a future version.