mlr_tasks_fuel {mlr3fda}

Fuel Regression Task

Description

This dataset contains two functional covariates and one scalar covariate. The goal is to predict the heat value of some fuel based on the ultraviolet radiation spectrum and infrared ray radiation and one scalar column called h2o.

This is a subset of the full dataset, which is contained in the package FDboost.

Format

R6::R6Class inheriting from TaskRegr.

Construction

mlr_tasks$get("fuel")
tsk("fuel")

References

Brockhaus, Sarah, Scheipl, Fabian, Hothorn, Torsten, Greven, Sonja (2015). “The functional linear array model.” Statistical Modelling, 15(3), 279–300.