phoneme.task: Phoneme functional data multilabel classification task.

In mlr: Machine Learning in R

Phoneme functional data multilabel classification task.

Description

Contains the task (phoneme.task). The task contains a single functional covariate and 5 equally big classes (aa, ao, dcl, iy, sh). The aim is to predict the class of the phoneme in the functional. The dataset is contained in the package fda.usc.

References

F. Ferraty and P. Vieu (2003) "Curve discrimination: a nonparametric functional approach", Computational Statistics and Data Analysis, 44(1-2), 161-173. F. Ferraty and P. Vieu (2006) Nonparametric functional data analysis, New York: Springer. T. Hastie and R. Tibshirani and J. Friedman (2009) The elements of statistical learning: Data mining, inference and prediction, 2nd edn, New York: Springer.

mlr documentation built on June 22, 2024, 10:51 a.m.