7.4 Functional Analysis

Functional data is data containing an ordering on the dimensions. This implies that functional data consists of curves varying over a continuum, such as time, frequency, or wavelength.

7.4.1 How to model functional data?

There are two ways to model functional data:

  • Modification of the learner, so that the learner is suitable for the functional data
  • Modification of the task, so that the task matches the standard- or classification-learner

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