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Provides extensions for functional data analysis for mlr3.

Data types

To extend mlr3 to functional data, two data types from the tf package are added:

  • tfd_irreg - Irregular functional data, i.e. the functions are observed for potentiall different inputs for each observation.

  • tfd_reg - Regular functional data, i.e. the functions are observed for the same input for each individual.

Lang M, Binder M, Richter J, Schratz P, Pfisterer F, Coors S, Au Q, Casalicchio G, Kotthoff L, Bischl B (2019). “mlr3: A modern object-oriented machine learning framework in R.” Journal of Open Source Software. doi:10.21105/joss.01903 , https://joss.theoj.org/papers/10.21105/joss.01903.

Author

Maintainer: Sebastian Fischer sebf.fischer@gmail.com (ORCID)

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